###############################################################################bl # MIT License # # Copyright (c) 2021 - 2024 Advanced Micro Devices, Inc. All Rights Reserved. # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in all # copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE # SOFTWARE. ###############################################################################el from dataclasses import dataclass, field from typing import Dict, List, Mapping, Generator from types import SimpleNamespace as NS from plotille import Canvas # A basic rect frame for any block or group of wires where all its elements should # be within this range, except: (a) the label(title) might be on the top of it, # (b) some wires around it don't have to be grouped specifically. @dataclass class RectFrame: label: str x_min: float = 0.0 x_max: float = 0.0 y_min: float = 1.0 y_max: float = 1.0 # Instr Buff Block @dataclass class InstrBuff(RectFrame): wave_occupancy: int = -1 wave_life: int = -1 def draw(self, canvas): # print("---------", self.x_min, self.y_min, self.x_max, self.y_max) canvas.text(self.x_min, self.y_max + 1.0, self.label) canvas.rect(self.x_min, self.y_min, self.x_max - 2.0, self.y_max - 1.0) canvas.rect( self.x_min + 1.0, self.y_min + 0.5, self.x_max - 1.0, self.y_max - 0.5 ) canvas.rect(self.x_min + 2.0, self.y_min + 1.0, self.x_max, self.y_max) canvas.rect( self.x_min + 4.0, self.y_max - 3.5, self.x_max - 4.0, self.y_max - 2.0 ) canvas.text(self.x_min + 5.0, self.y_max - 3.0, r"Wave 0 Instr Buf") canvas.rect( self.x_min + 4.0, self.y_max - 7.5, self.x_max - 4.0, self.y_max - 6.0 ) canvas.text(self.x_min + 5.0, self.y_max - 7.0, r"Wave N-1 Instr Buf") canvas.text(self.x_min + 7.0, self.y_min + 5.0, r"Wave Occupancy") canvas.text( self.x_min + 10.0, self.y_min + 4.0, "{val:>3.0f} per CU".format(val=self.wave_occupancy), color="yellow", ) canvas.text(self.x_min + 7.0, self.y_min + 3.0, r"Wave Life") canvas.text( self.x_min + 8.0, self.y_min + 2.0, "{val:>5.0f} cycles".format(val=self.wave_life), color="yellow", ) # Wires between Instr Buff and Instr Dispatch @dataclass class Wire_InstrBuff_InstrDispatch(RectFrame): def draw(self, canvas): # Todo: finer wires for connections canvas.line(self.x_min + 2, self.y_min, self.x_min + 2, self.y_max) canvas.line(self.x_max, self.y_min + 1.5, self.x_max, self.y_max - 1.5) canvas.line(self.x_min + 2, self.y_min, self.x_max, self.y_min + 1.5) canvas.line(self.x_min + 2, self.y_max, self.x_max - 0.5, self.y_max - 1.5) # Instr Dispatch Block @dataclass class InstrDispatch(RectFrame): top_rect_x_min: float = 0.0 top_rect_x_max: float = 0.0 top_rect_y_min: float = 0.0 top_rect_y_max: float = 0.0 text_x_offset: float = 1.0 text_y_offset: float = 0.5 line_y_offset: float = 0.5 rect_y_offset: float = 3.0 instrs: Dict[str, int] = field(default_factory=dict) def draw(self, canvas): canvas.text(self.x_min, self.y_max + 1.0, self.label) self.top_rect_x_min = self.x_min + 2.0 self.top_rect_x_max = self.top_rect_x_min + 14.0 self.top_rect_y_min = self.y_max - 1.5 self.top_rect_y_max = self.y_max i = 0 for k, v in self.instrs.items(): # print(k,v) text = "{key:<6}: {val:>4.0f}".format(key=k, val=v) canvas.text( self.top_rect_x_min + self.text_x_offset, self.top_rect_y_min - self.rect_y_offset * i + self.text_y_offset, text, ) canvas.text( self.top_rect_x_min - 2, self.top_rect_y_min - self.rect_y_offset * i, "------------------>", ) i = i + 1 # Exec Block @dataclass class Exec(RectFrame): active_cus: int = 0 num_cus: int = 0 vgprs: int = 0 sgprs: int = 0 lds_alloc: int = 0 scratch_alloc: int = 0 wavefronts: int = 0 workgroups: int = 0 def draw(self, canvas): canvas.text(self.x_min, self.y_max + 1.0, self.label) canvas.rect(self.x_min, self.y_min, self.x_max, self.y_max) canvas.text(self.x_min + 2.0, self.y_max - 2.0, "Active CUs") canvas.text( self.x_min + 2.0, self.y_max - 3.0, "{a:>3.0f}/{n:>3.0f}".format(a=self.active_cus, n=self.num_cus), color="yellow", ) canvas.rect( self.x_min + 2.0, self.y_max - 7.0, self.x_max - 2.0, self.y_max - 5.0 ) canvas.text( self.x_min + 4.0, self.y_max - 6.0, "{key:<6}: {val:>5}".format(key="VGPRs", val=self.vgprs), ) canvas.rect( self.x_min + 2.0, self.y_max - 10.0, self.x_max - 2.0, self.y_max - 8.0 ) canvas.text( self.x_min + 4.0, self.y_max - 9.0, "{key:<6}: {val:>5.0f}".format(key="SGPRs", val=self.sgprs), ) canvas.rect( self.x_min + 2.0, self.y_max - 15.0, self.x_max - 2.0, self.y_max - 12.0 ) canvas.text(self.x_min + 4.0, self.y_max - 13.0, "LDS Alloc:") canvas.text( self.x_min + 4.0, self.y_max - 14.0, "{val:>13.0f}".format(val=self.lds_alloc) ) canvas.rect( self.x_min + 2.0, self.y_max - 19.0, self.x_max - 2.0, self.y_max - 16.0 ) canvas.text(self.x_min + 4.0, self.y_max - 17.0, "Scratch Alloc:") canvas.text( self.x_min + 4.0, self.y_max - 18.0, "{val:>13.0f}".format(val=self.scratch_alloc), ) canvas.rect( self.x_min + 2.0, self.y_max - 24.0, self.x_max - 2.0, self.y_max - 21.0 ) canvas.text(self.x_min + 4.0, self.y_max - 22.0, "Wavefronts:") canvas.text( self.x_min + 4.0, self.y_max - 23.0, "{val:>13.0f}".format(val=self.wavefronts), ) canvas.rect( self.x_min + 2.0, self.y_max - 28.0, self.x_max - 2.0, self.y_max - 25.0 ) canvas.text(self.x_min + 4.0, self.y_max - 26.0, "Workgroups:") canvas.text( self.x_min + 4.0, self.y_max - 27.0, "{val:>13.0f}".format(val=self.workgroups), ) # Wires between Exec block and GDS, LDS, Vector L1 cache, Scalar L1D Cache @dataclass class Wire_E_GLVS(RectFrame): text_x_offset: float = 3.0 lds_req: int = -1 vl1_rd: int = -1 vl1_wr: int = -1 vl1_atomic: int = -1 sl1_rd: int = -1 def draw(self, canvas): canvas.text( self.x_min + self.text_x_offset, self.y_max - 2.0, "{key:<6}: {val:4.0f}".format(key="Req", val=self.lds_req), ) canvas.text( self.x_min + self.text_x_offset - 2, self.y_max - 3.0, "<---------------" ) canvas.text( self.x_min + self.text_x_offset, self.y_max - 10.0, "{key:<6}: {val:>4.0f}".format(key="Rd", val=self.vl1_rd), ) canvas.text( self.x_min + self.text_x_offset - 2, self.y_max - 11.0, "<---------------" ) canvas.text( self.x_min + self.text_x_offset, self.y_max - 12.0, "{key:<6}: {val:>4.0f}".format(key="Wt", val=self.vl1_wr), ) canvas.text( self.x_min + self.text_x_offset - 2, self.y_max - 13.0, "--------------->" ) canvas.text( self.x_min + self.text_x_offset, self.y_max - 14.0, "{key:<6}: {val:>4.0f}".format(key="Atomic", val=self.vl1_atomic), ) canvas.text( self.x_min + self.text_x_offset - 2, self.y_max - 15.0, "<-------------->" ) canvas.text( self.x_min + self.text_x_offset, self.y_max - 22.0, "{key:<6}: {val:>4.0f}".format(key="Rd", val=self.sl1_rd), ) canvas.text( self.x_min + self.text_x_offset - 2, self.y_max - 23.0, "<---------------" ) # Wire between Instr Buff and Instr L1 Cache @dataclass class Wire_InstrBuff_IL1Cache(RectFrame): il1_fetch: int = 0 def draw(self, canvas): end_col = int(self.y_max - self.y_min) canvas.text(self.x_min, self.y_max - 1, "^") for i in range(2, end_col): canvas.text(self.x_min, self.y_max - i, "|") canvas.text( self.x_min + 27, self.y_max - end_col + 1, "{key:<6}: {val:>4.0f}".format(key="Fetch", val=self.il1_fetch), ) canvas.text( self.x_min, self.y_max - end_col, "-" * (int(self.x_max - self.x_min)) ) # GDS Block @dataclass class GDS(RectFrame): gws: int = -1 latency: int = -1 def draw(self, canvas): canvas.text(self.x_min, self.y_max + 1.0, self.label) canvas.rect(self.x_min, self.y_min, self.x_max, self.y_max) canvas.rect( self.x_min + 2.0, self.y_min + 2.5, self.x_max - 2.0, self.y_max - 1.0 ) canvas.text( self.x_min + 4.0, self.y_max - 2.0, "{key:<4}: {val:>4.0f} cycles".format(key="GWS", val=self.gws), ) canvas.rect( self.x_min + 2.0, self.y_min + 0.5, self.x_max - 2.0, self.y_min + 2.0 ) canvas.text( self.x_min + 4.0, self.y_max - 4.0, "{key:<4}: {val:>4.0f} cycles".format(key="Lat", val=self.latency), ) # LDS Block @dataclass class LDS(RectFrame): util: int = -1 latency: int = -1 def draw(self, canvas): canvas.text(self.x_min, self.y_max + 1.0, self.label) canvas.rect(self.x_min, self.y_min, self.x_max, self.y_max) canvas.text( self.x_min + 2.0, self.y_max - 2.0, "{key:<6}: {val:>6.0f} %".format(key="Util", val=self.util), ) canvas.text( self.x_min + 2.0, self.y_max - 4.0, "{key:<6}: {val:>6.0f} cycles".format(key="Lat", val=self.latency), ) # Vector L1 Cache Block @dataclass class VectorL1Cache(RectFrame): hit: int = -1 latency: int = -1 coales: int = -1 stall: int = -1 def draw(self, canvas): canvas.text(self.x_min, self.y_max + 1.0, self.label) canvas.rect(self.x_min, self.y_min, self.x_max, self.y_max) canvas.text( self.x_min + 2.0, self.y_max - 2.0, "{key:<6}: {val:>6.0f} %".format(key="Hit", val=self.hit), ) canvas.text( self.x_min + 2.0, self.y_max - 4.0, "{key:<6}: {val:>6.0f} cycles".format(key="Lat", val=self.latency), ) canvas.text( self.x_min + 2.0, self.y_max - 6.0, "{key:<6}: {val:>6.0f} %".format(key="Coales", val=self.coales), ) canvas.text( self.x_min + 2.0, self.y_max - 8.0, "{key:<6}: {val:>6.0f} cycles".format(key="Stall", val=self.stall), ) # Scalar L1D Cache @dataclass class ScalarL1DCache(RectFrame): hit: int = -1 latency: int = -1 def draw(self, canvas): canvas.text(self.x_min, self.y_max + 1.0, self.label) canvas.rect(self.x_min, self.y_min, self.x_max, self.y_max) canvas.text( self.x_min + 2.0, self.y_max - 2.0, "{key:<6}: {val:>6} %".format(key="Hit", val=self.hit), ) canvas.text( self.x_min + 2.0, self.y_max - 4.0, "{key:<6}: {val:>6} cycles".format(key="Lat", val=self.latency), ) # Instr L1 Cache @dataclass class InstrL1Cache(RectFrame): hit: int = -1 latency: int = -1 def draw(self, canvas): canvas.text(self.x_min, self.y_max + 1.0, self.label) canvas.rect(self.x_min, self.y_min, self.x_max, self.y_max) canvas.text( self.x_min + 2.0, self.y_max - 2.0, "{key:<6}: {val:>6.0f} %".format(key="Hit", val=self.hit), ) canvas.text( self.x_min + 2.0, self.y_max - 4.0, "{key:<6}: {val:>6} cycles".format(key="Lat", val=self.latency), ) # Wires between Vector L1 cache, Scalar L1D Cache, Instr L1 cache and L2 Cache @dataclass class Wires_L1_L2(RectFrame): text_v_x_offset: float = 0.0 vl1_l2_rd: int = -1 vl1_l2_wr: int = -1 vl1_l2_atomic: int = -1 sl1_l2_rd: int = -1 sl1_l2_wr: int = -1 sl1_l2_atomic: int = -1 il1_l2_req: int = -1 def draw(self, canvas): canvas.text( self.x_min + self.text_v_x_offset, self.y_max - 2.0, "{key:<6}: {val:>4.0f}".format(key="Rd", val=self.vl1_l2_rd), ) canvas.text( self.x_min + self.text_v_x_offset - 2, self.y_max - 3.0, "<---------------" ) canvas.text( self.x_min + self.text_v_x_offset, self.y_max - 4.0, "{key:<6}: {val:>4.0f}".format(key="Wr", val=self.vl1_l2_wr), ) canvas.text( self.x_min + self.text_v_x_offset - 2, self.y_max - 5.0, "--------------->" ) canvas.text( self.x_min + self.text_v_x_offset, self.y_max - 6.0, "{key:<6}: {val:>4.0f}".format(key="Atomic", val=self.vl1_l2_atomic), ) canvas.text( self.x_min + self.text_v_x_offset - 2, self.y_max - 7.0, "<-------------->" ) canvas.text( self.x_min, self.y_max - 12.0, "{key:<6}: {val:>4.0f}".format(key="Rd", val=self.sl1_l2_rd), ) canvas.text(self.x_min - 2, self.y_max - 13.0, "<---------------") canvas.text( self.x_min, self.y_max - 14.0, "{key:<6}: {val:>4.0f}".format(key="Wr", val=self.sl1_l2_wr), ) canvas.text(self.x_min - 2, self.y_max - 15.0, "--------------->") canvas.text( self.x_min, self.y_max - 16.0, "{key:<6}: {val:>4.0f}".format(key="Atomic", val=self.sl1_l2_atomic), ) canvas.text(self.x_min - 2, self.y_max - 17.0, "<-------------->") canvas.text( self.x_min, self.y_max - 22.0, "{key:<6}: {val:>4.0f}".format(key="Req", val=self.il1_l2_req), ) canvas.text(self.x_min - 2, self.y_max - 23.0, "<---------------") # L2 Cache @dataclass class L2Cache(RectFrame): rd: int = -1 wr: int = -1 atomic: int = -1 hit: int = -1 rd_lat: int = -1 wr_lat: int = -1 def draw(self, canvas): canvas.text(self.x_min, self.y_max + 1.0, self.label) canvas.rect(self.x_min, self.y_min, self.x_max, self.y_max) canvas.rect( self.x_min + 2.0, self.y_max - 5.0, self.x_max - 2.0, self.y_max - 3.0 ) canvas.text( self.x_min + 4.0, self.y_max - 4.0, "{key:<6}: {val:>6.0f} %".format(key="Hit", val=self.hit), ) canvas.text(self.x_min + 2.0, self.y_max - 7.0, "Request") canvas.rect( self.x_min + 2.0, self.y_max - 16.0, self.x_max - 2.0, self.y_max - 7.5 ) canvas.text( self.x_min + 4.0, self.y_max - 10.0, "{key:<6}: {val:>6.0f}".format(key="Rd", val=self.rd), ) canvas.text( self.x_min + 4.0, self.y_max - 12.0, "{key:<6}: {val:>6.0f}".format(key="Wr", val=self.wr), ) canvas.text( self.x_min + 4.0, self.y_max - 14.0, "{key:<6}: {val:>6.0f}".format(key="Atomic", val=self.atomic), ) canvas.text(self.x_min + 2.0, self.y_max - 19.0, "Latency (cycles)") canvas.rect( self.x_min + 2.0, self.y_max - 25.0, self.x_max - 2.0, self.y_max - 19.5 ) canvas.text( self.x_min + 4.0, self.y_max - 22.0, "{key:<6}: {val:>6.0f}".format(key="Rd", val=self.rd_lat), ) canvas.text( self.x_min + 4.0, self.y_max - 24.0, "{key:<6}: {val:>6.0f}".format(key="Wr", val=self.wr_lat), ) # Wires between L2 block and Fabric @dataclass class Wire_L2_Fabric(RectFrame): text_x_offset: float = 3.0 rd: int = -1 wr: int = -1 atomic: int = -1 def draw(self, canvas): canvas.text( self.x_min + self.text_x_offset, self.y_max - 2.0, "{key:<6}: {val:>4.0f}".format(key="Rd", val=self.rd), ) canvas.text( self.x_min + self.text_x_offset - 2, self.y_max - 3.0, "<---------------" ) canvas.text( self.x_min + self.text_x_offset, self.y_max - 4.0, "{key:<6}: {val:>4.0f}".format(key="Wr", val=self.wr), ) canvas.text( self.x_min + self.text_x_offset - 2, self.y_max - 5.0, "--------------->" ) canvas.text( self.x_min + self.text_x_offset, self.y_max - 6.0, "{key:<6}: {val:>4.0f}".format(key="Atomic", val=self.atomic), ) canvas.text( self.x_min + self.text_x_offset - 2, self.y_max - 7.0, "--------------->" ) # xGMI/PCIe block with wires to fabric @dataclass class xGMI_PCIe(RectFrame): def draw(self, canvas): canvas.rect(self.x_min, self.y_min, self.x_max, self.y_max) canvas.text(self.x_min + 1.0, self.y_max - 2.0, self.label) canvas.text(self.x_min + 3.0, self.y_max - 5.0, "^ |") canvas.text(self.x_min + 3.0, self.y_max - 6.0, "| |") canvas.text(self.x_min + 3.0, self.y_max - 7.0, "| |") canvas.text(self.x_min + 3.0, self.y_max - 8.0, "| v") # Fabric Cache Block @dataclass class Fabric(RectFrame): lat: Dict[str, int] = field(default_factory=dict) def draw(self, canvas): canvas.rect(self.x_min, self.y_min, self.x_max, self.y_max) canvas.text(self.x_min + 6.0, self.y_max - 2.0, " " + self.label) canvas.text(self.x_min + 2.0, self.y_max - 4.0, "Latency (cycles)") canvas.rect(self.x_min + 2.0, self.y_max - 9, self.x_max - 2.0, self.y_max - 4.5) i = 1 for k, v in self.lat.items(): # print(k,v) text = "{key:<6}: {val:>6.0f}".format(key=k, val=v) canvas.text(self.x_min + 4.0, self.y_max - 4.5 - i, text) i = i + 1 # GMI block with wires to fabric @dataclass class GMI(RectFrame): def draw(self, canvas): canvas.text(self.x_min + 3.0, self.y_max + 4.0, "^ |") canvas.text(self.x_min + 3.0, self.y_max + 3.0, "| |") canvas.text(self.x_min + 3.0, self.y_max + 2.0, "| |") canvas.text(self.x_min + 3.0, self.y_max + 1.0, "| v") canvas.rect(self.x_min, self.y_min, self.x_max, self.y_max) canvas.text(self.x_min + 4.0, self.y_max - 2.0, self.label) # Wires between fabric and HBM @dataclass class Wire_Fabric_HBM(RectFrame): text_x_offset: float = 3.0 rd: int = 0 wr: int = 0 def draw(self, canvas): canvas.text( self.x_min + self.text_x_offset, self.y_max, "{key:<2}: {val:>4.0f}".format(key="Rd", val=self.rd), ) canvas.text(self.x_min + self.text_x_offset - 2, self.y_max - 1.0, "<-----------") canvas.text( self.x_min + self.text_x_offset, self.y_max - 2.0, "{key:<2}: {val:>4.0f}".format(key="Wr", val=self.wr), ) canvas.text(self.x_min + self.text_x_offset - 2, self.y_max - 3.0, "----------->") # HBM @dataclass class HBM(RectFrame): def draw(self, canvas): canvas.rect(self.x_min, self.y_min, self.x_max, self.y_max) canvas.text(self.x_min + 4.0, self.y_max - 2.0, self.label) # Memory chart pannel for 1 instance class MemChart: def __init__(self, x_min, y_min, x_max, y_max): self.x_min = x_min self.x_max = x_max self.y_min = y_min self.y_max = y_max def draw(self, canvas, normal_unit, metric_dict): # ---------------------------------------- # Overall rect and title canvas.rect(self.x_min, self.y_min, self.x_max, self.y_max) canvas.text( self.x_min + 2.0, self.y_max - 2.0, "(Normalization: " + normal_unit + ")" ) # Fixme: this is temp solution to filter out non-numeric string for k, v in metric_dict.items(): # print(k, type(v)) metric_dict[k] = -1 if type(v) == str else v # Typically, the drawing order would be: left->right, top->down # ---------------------------------------- # Instr Buff Block block_instr_buff = InstrBuff(label="Instr Buff") block_instr_buff.x_min = 2.0 block_instr_buff.x_max = block_instr_buff.x_min + 27.0 block_instr_buff.y_max = self.y_max - 5.0 block_instr_buff.y_min = block_instr_buff.y_max - 24.0 block_instr_buff.wave_occupancy = metric_dict["Wavefront Occupancy"] block_instr_buff.wave_life = metric_dict["Wave Life"] block_instr_buff.draw(canvas) # ---------------------------------------- # Wires between Instr Buff and Instr Dispatch wire_I_I = Wire_InstrBuff_InstrDispatch( label="Wire_InstrBuff_InstrDispatch", x_min=block_instr_buff.x_max + 1, x_max=block_instr_buff.x_max + 7, y_min=block_instr_buff.y_min, y_max=block_instr_buff.y_max, ) wire_I_I.draw(canvas) # ---------------------------------------- # Instr Dispatch Block block_instr_disp = InstrDispatch(label="Instr Dispatch") block_instr_disp.x_min = block_instr_buff.x_max + 9.0 block_instr_disp.x_max = block_instr_disp.x_min + 20.0 block_instr_disp.y_max = block_instr_buff.y_max block_instr_disp.y_min = block_instr_buff.y_min block_instr_disp.instrs["SALU"] = metric_dict["SALU"] block_instr_disp.instrs["SMEM"] = metric_dict["SMEM"] block_instr_disp.instrs["VALU"] = metric_dict["VALU"] block_instr_disp.instrs["MFMA"] = metric_dict["MFMA"] block_instr_disp.instrs["VMEM"] = metric_dict["VMEM"] block_instr_disp.instrs["LDS"] = metric_dict["LDS"] block_instr_disp.instrs["GWS"] = metric_dict["GWS"] block_instr_disp.instrs["BRANCH"] = metric_dict["BR"] block_instr_disp.draw(canvas) # ---------------------------------------- # Exec Block block_exec = Exec(label="Exec") block_exec.x_min = block_instr_disp.x_max block_exec.x_max = block_exec.x_min + 20 block_exec.y_min = block_instr_disp.y_min - 6 block_exec.y_max = block_instr_disp.y_max block_exec.active_cus = metric_dict["Active CUs"] block_exec.num_cus = metric_dict["Num CUs"] block_exec.vgprs = metric_dict["VGPR"] block_exec.sgprs = metric_dict["SGPR"] block_exec.lds_alloc = metric_dict["LDS Allocation"] block_exec.scratch_alloc = metric_dict["Scratch Allocation"] block_exec.wavefronts = metric_dict["Wavefronts"] block_exec.workgroups = metric_dict["Workgroups"] block_exec.draw(canvas) # ---------------------------------------- # Wires between Exec block and GDS, LDS, Vector L1 cache wires_E_GLV = Wire_E_GLVS(label="Wire_E_GLVS") wires_E_GLV.x_min = block_exec.x_max wires_E_GLV.x_max = wires_E_GLV.x_min + 16 wires_E_GLV.y_min = block_instr_disp.y_min wires_E_GLV.y_max = block_instr_disp.y_max wires_E_GLV.lds_req = metric_dict["LDS Req"] wires_E_GLV.vl1_rd = metric_dict["VL1 Rd"] wires_E_GLV.vl1_wr = metric_dict["VL1 Wr"] wires_E_GLV.vl1_atomic = metric_dict["VL1 Atomic"] wires_E_GLV.sl1_rd = metric_dict["VL1D Rd"] wires_E_GLV.draw(canvas) # ---------------------------------------- # Wire between Instr Buff and Instr L1 Cache wire_InstrBuff_IL1Cache = Wire_InstrBuff_IL1Cache( label="Wire_InstrBuff_IL1Cache", x_min=block_instr_buff.x_max / 2, x_max=block_instr_buff.x_max / 2 + 80, y_min=block_exec.y_min - 1, y_max=block_instr_buff.y_min, ) wire_InstrBuff_IL1Cache.il1_fetch = metric_dict["IL1 Fetch"] wire_InstrBuff_IL1Cache.draw(canvas) # ---------------------------------------- # GDS block # block_gds = GDS(label="GDS") # block_gds.x_min = wires_E_GLV.x_max + 1 # block_gds.x_max = block_gds.x_min + 24 # block_gds.y_max = wires_E_GLV.y_max # block_gds.y_min = block_gds.y_max - 5 # block_gds.gws = metric_dict["gds_gws"] # block_gds.latency = metric_dict["gds_latency"] # block_gds.draw(canvas) # ---------------------------------------- # LDS block block_lds = LDS(label="LDS") block_lds.x_min = wires_E_GLV.x_max + 1 block_lds.x_max = block_lds.x_min + 24 block_lds.y_max = wires_E_GLV.y_max block_lds.y_min = block_lds.y_max - 5 block_lds.util = metric_dict["LDS Util"] block_lds.latency = metric_dict["LDS Latency"] block_lds.draw(canvas) # ---------------------------------------- # Vector L1 Cache Block block_vector_L1 = VectorL1Cache(label="Vector L1 Cache") block_vector_L1.x_min = block_lds.x_min block_vector_L1.x_max = block_lds.x_max block_vector_L1.y_max = block_lds.y_min - 3 block_vector_L1.y_min = block_vector_L1.y_max - 9 block_vector_L1.hit = metric_dict["VL1 Hit"] block_vector_L1.latency = metric_dict["VL1 Lat"] block_vector_L1.coales = metric_dict["VL1 Coalesce"] block_vector_L1.stall = metric_dict["VL1 Stall"] block_vector_L1.draw(canvas) # ---------------------------------------- # Scalar L1D Cache block block_const_L1 = ScalarL1DCache(label="Scalar L1D Cache") block_const_L1.x_min = block_lds.x_min block_const_L1.x_max = block_lds.x_max block_const_L1.y_max = block_vector_L1.y_min - 3 block_const_L1.y_min = block_const_L1.y_max - 5 block_const_L1.hit = metric_dict["VL1D Hit"] block_const_L1.latency = metric_dict["VL1D Lat"] block_const_L1.draw(canvas) # ---------------------------------------- # Instr L1 Cache Block block_instr_L1 = InstrL1Cache(label="Instr L1 Cache") block_instr_L1.x_min = block_const_L1.x_min block_instr_L1.x_max = block_const_L1.x_max block_instr_L1.y_max = block_const_L1.y_min - 3 block_instr_L1.y_min = block_instr_L1.y_max - 5 block_instr_L1.hit = metric_dict["IL1 Hit"] block_instr_L1.latency = metric_dict["IL1 Lat"] block_instr_L1.draw(canvas) # ---------------------------------------- # Wires between Vector L1 cache, Scalar L1D cache, Instr L1 cache and L2 Cache wires_L1_L2 = Wires_L1_L2(label="Wires_L1_L2") wires_L1_L2.x_min = block_instr_L1.x_max + 4 wires_L1_L2.x_max = wires_L1_L2.x_min + 14 wires_L1_L2.y_min = block_instr_L1.y_min wires_L1_L2.y_max = block_vector_L1.y_max wires_L1_L2.vl1_l2_rd = metric_dict["VL1_L2 Rd"] wires_L1_L2.vl1_l2_wr = metric_dict["VL1_L2 Wr"] wires_L1_L2.vl1_l2_atomic = metric_dict["VL1_L2 Atomic"] wires_L1_L2.sl1_l2_rd = metric_dict["VL1D_L2 Rd"] wires_L1_L2.sl1_l2_wr = metric_dict["VL1D_L2 Wr"] wires_L1_L2.sl1_l2_atomic = metric_dict["VL1D_L2 Atomic"] wires_L1_L2.il1_l2_req = metric_dict["IL1_L2 Rd"] wires_L1_L2.draw(canvas) # ---------------------------------------- # L2 Cache Block block_L2 = L2Cache(label="L2 Cache") block_L2.x_min = wires_L1_L2.x_max + 1 block_L2.x_max = block_L2.x_min + 24 block_L2.y_min = block_instr_L1.y_min block_L2.y_max = block_lds.y_max block_L2.hit = metric_dict["L2 Hit"] block_L2.rd = metric_dict["L2 Rd"] block_L2.wr = metric_dict["L2 Wr"] block_L2.atomic = metric_dict["L2 Atomic"] block_L2.rd_lat = metric_dict["L2 Rd Lat"] block_L2.wr_lat = metric_dict["L2 Wr Lat"] block_L2.draw(canvas) # ---------------------------------------- # Wires between L2 and Fabric wires_L2_Fabric = Wire_L2_Fabric( label="Wire_L2_Fabric", x_min=block_L2.x_max + 1, x_max=block_L2.x_max + 16, y_min=block_L2.y_max - 18, y_max=block_L2.y_max - 10, ) wires_L2_Fabric.rd = metric_dict["Fabric_L2 Rd"] wires_L2_Fabric.wr = metric_dict["Fabric_L2 Wr"] wires_L2_Fabric.atomic = metric_dict["Fabric_L2 Atomic"] wires_L2_Fabric.draw(canvas) # ---------------------------------------- # xGMI/PCIe Block with wires to fabric block_xgmi_pcie = xGMI_PCIe( label="xGMI/PCIe", x_min=wires_L2_Fabric.x_max + 10, x_max=wires_L2_Fabric.x_max + 20, y_min=block_L2.y_max - 4, y_max=block_L2.y_max, ) block_xgmi_pcie.draw(canvas) # ---------------------------------------- # Data Fabric Block block_fabric = Fabric( label="Fabric", x_min=wires_L2_Fabric.x_max + 3, x_max=wires_L2_Fabric.x_max + 27, y_max=block_xgmi_pcie.y_min - 5, y_min=block_xgmi_pcie.y_min - 5 - 11, ) block_fabric.lat["Rd"] = metric_dict["Fabric Rd Lat"] block_fabric.lat["Wr"] = metric_dict["Fabric Wr Lat"] block_fabric.lat["Atomic"] = metric_dict["Fabric Atomic Lat"] block_fabric.draw(canvas) # ---------------------------------------- # GMI Block with wires to fabric block_gmi = GMI( label="GMI", x_min=block_xgmi_pcie.x_min, x_max=block_xgmi_pcie.x_max, y_min=block_fabric.y_min - 9, y_max=block_fabric.y_min - 5, ) block_gmi.draw(canvas) # ---------------------------------------- # Wires between fabric and HBM # Wire_Fabric_HBM wires_Fabric_HBM = Wire_Fabric_HBM( label="Wire_Fabric_HBM", x_min=block_fabric.x_max + 1, x_max=block_fabric.x_max + 15, y_min=block_fabric.y_max - 2, y_max=block_fabric.y_max - 4, ) wires_Fabric_HBM.rd = metric_dict["HBM Rd"] wires_Fabric_HBM.wr = metric_dict["HBM Wr"] wires_Fabric_HBM.draw(canvas) # ---------------------------------------- # HBM Block block_hbm = HBM( label="HBM", x_min=wires_Fabric_HBM.x_max, x_max=wires_Fabric_HBM.x_max + 10, y_min=block_fabric.y_max - 7, y_max=block_fabric.y_max - 3, ) block_hbm.draw(canvas) def plot_mem_chart(arch, normal_unit, metric_dict): """plot memory chart from an arch with given metrics dict""" # TODO: verify metrics dict for given arch first canvas = Canvas(width=234, height=42, xmax=234, ymax=42) mc = MemChart(0, 0, 233, 41) mc.draw(canvas, normal_unit, metric_dict) # return the plot string stream return canvas.plot() if __name__ == "__main__": # Unit test metric_dict = {} metric_dict["Wavefront Occupancy"] = 1 metric_dict["Wave Life"] = 2 metric_dict["SALU"] = 3 metric_dict["SMEM"] = 4 metric_dict["VALU"] = 5 metric_dict["MFMA"] = 6 metric_dict["VMEM"] = 7 metric_dict["LDS"] = 8 metric_dict["GWS"] = 9 metric_dict["BR"] = 10 metric_dict["Active CUs"] = 11 metric_dict["Num CUs"] = 12 metric_dict["VGPR"] = 13 metric_dict["SGPR"] = 14 metric_dict["LDS Allocation"] = 15 metric_dict["Scratch Allocation"] = 16 metric_dict["Wavefronts"] = 17 metric_dict["Workgroups"] = 18 metric_dict["LDS Req"] = 19 metric_dict["LDS Util"] = 20 metric_dict["LDS Latency"] = 21 metric_dict["VL1 Rd"] = 22 metric_dict["VL1 Wr"] = 23 metric_dict["VL1 Atomic"] = 24 metric_dict["VL1 Hit"] = 25 metric_dict["VL1 Lat"] = 26 metric_dict["VL1 Coalesce"] = 27 metric_dict["VL1 Stall"] = 28 metric_dict["VL1D Rd"] = 29 metric_dict["VL1D Hit"] = 30 metric_dict["VL1D Lat"] = 31 metric_dict["IL1 Fetch"] = 32 metric_dict["IL1 Hit"] = 33 metric_dict["IL1 Lat"] = 34 metric_dict["IL1_L2 Rd"] = 34 metric_dict["VL1_L2 Rd"] = 36 metric_dict["VL1_L2 Wr"] = 37 metric_dict["VL1_L2 Atomic"] = 38 metric_dict["VL1D_L2 Rd"] = 39 metric_dict["VL1D_L2 Wr"] = 40 metric_dict["VL1D_L2 Atomic"] = 41 metric_dict["IL1_L2 Rd"] = 42 metric_dict["L2 Hit"] = 43 metric_dict["L2 Rd"] = 44 metric_dict["L2 Wr"] = 45 metric_dict["L2 Atomic"] = 46 metric_dict["L2 Rd Lat"] = 47 metric_dict["L2 Wr Lat"] = 48 metric_dict["Fabric_L2 Rd"] = 49 metric_dict["Fabric_L2 Wr"] = 50 metric_dict["Fabric_L2 Atomic"] = 51 metric_dict["Fabric Rd Lat"] = 52 metric_dict["Fabric Wr Lat"] = 53 metric_dict["Fabric Atomic Lat"] = 54 metric_dict["HBM Rd"] = 55 metric_dict["HBM Wr"] = 56 arch = "" normal_unit = "per_kernel" print(plot_mem_chart(arch, normal_unit, metric_dict))