xuchen-amd
80159ee117
* enable roofline plot in cli. * Add roofline to analysis config. * Unify global variables. * Disable roofline for baseline comparison and gfx908. * Add check for roofline.csv
1962 wiersze
102 KiB
Python
1962 wiersze
102 KiB
Python
##############################################################################bl
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# MIT License
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#
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# Copyright (c) 2021 - 2025 Advanced Micro Devices, Inc. All Rights Reserved.
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#
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# Permission is hereby granted, free of charge, to any person obtaining a copy
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# of this software and associated documentation files (the "Software"), to deal
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# in the Software without restriction, including without limitation the rights
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# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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# copies of the Software, and to permit persons to whom the Software is
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# furnished to do so, subject to the following conditions:
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#
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# The above copyright notice and this permission notice shall be included in all
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# copies or substantial portions of the Software.
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#
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# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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# SOFTWARE.
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##############################################################################el
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from dash import html
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from dash_svg import G, Path, Rect, Svg, Text
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from config import HIDDEN_COLUMNS
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from utils.logger import console_error
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def insert_chart_data(mem_data, base_data):
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if len(mem_data) != 1:
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console_error("Memory Chart config doesn't follow expected formatting")
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table_config = mem_data[0]["metric_table"]
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original_df = base_data.dfs[table_config["id"]]
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display_columns = original_df.columns.values.tolist().copy()
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display_df = original_df[display_columns]
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alias = display_df["Metric"].values
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values = display_df["Value"].values
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memchart_values = {}
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for i in range(0, len(alias)):
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memchart_values[alias[i]] = values[i]
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return G(
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className="data",
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children=[
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# ----------------------------------------
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# Instr Buff Block
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# TODO: double check wave_occupancy
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Text(
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x="52",
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y="313",
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id="wave_occ",
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fill="#FFFF33",
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fontSize="20px",
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fontWeight="bold",
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children=memchart_values["Wavefront Occupancy"],
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),
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Text(
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x="49",
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y="394",
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id="wave_life",
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fill="#FFFF33",
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fontSize="20px",
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fontWeight="bold",
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children=memchart_values["Wave Life"],
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),
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# ----------------------------------------
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# Instr Dispatch Block
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Text(
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x="386",
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y="46",
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id="salu",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["SALU"],
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),
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Text(
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x="386",
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y="96",
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id="smem",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["SMEM"],
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),
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Text(
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x="386",
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y="146",
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id="valu",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["VALU"],
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),
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Text(
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x="386",
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y="196",
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id="mfma",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["MFMA"],
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),
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Text(
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x="386",
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y="245",
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id="vmem",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["VMEM"],
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),
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Text(
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x="386",
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y="296",
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id="lds",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["LDS"],
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),
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Text(
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x="386",
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y="344",
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id="gws",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["GWS"],
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),
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Text(
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x="386",
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y="396",
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id="br",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["BR"],
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),
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# ----------------------------------------
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# Exec Block
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Text(
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x="480",
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y="99",
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id="active_cu",
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fill="#FFFF33",
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fontSize="20px",
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fontWeight="bold",
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children=memchart_values["Active CUs"],
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), # x=454
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Text(
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x="580",
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y="154",
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id="vgpr",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["VGPR"],
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),
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Text(
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x="581",
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y="183",
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id="sgpr",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["SGPR"],
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),
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Text(
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x="580",
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y="226",
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id="lds_alloc",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["LDS Allocation"],
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),
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Text(
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x="580",
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y="255",
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id="scratch_alloc",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["Scratch Allocation"],
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),
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Text(
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x="580",
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y="298",
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id="wavefronts",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["Wavefronts"],
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),
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Text(
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x="580",
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y="328",
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id="workgroups",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["Workgroups"],
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),
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# ----------------------------------------
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# LDS Block
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Text(
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x="723",
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y="78",
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id="lds_req",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["LDS Req"],
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),
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Text(
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x="839",
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y="85",
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id="lds_util",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["LDS Util"],
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),
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Text(
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x="839",
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y="117",
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id="lds_lat",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["LDS Latency"],
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),
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# ----------------------------------------
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# Vector L1 Cache Block
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Text(
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x="708",
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y="204",
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id="vl1_rd",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["VL1 Rd"],
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),
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Text(
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x="708",
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y="233",
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id="vl1_wr",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["VL1 Wr"],
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),
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Text(
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x="716",
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y="265",
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id="vl1_atom",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["VL1 Atomic"],
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),
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Text(
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x="840",
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y="193",
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id="vl1_hit",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["VL1 Hit"],
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),
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Text(
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x="840",
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y="224",
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id="vl1_lat",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["VL1 Lat"],
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),
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Text(
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x="840",
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y="256",
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id="vl1_coales",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["VL1 Coalesce"],
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),
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Text(
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x="838",
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y="288",
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id="vl1_stall",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["VL1 Stall"],
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),
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Text(
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x="1000",
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y="203",
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id="vl1_l2_rd",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["VL1_L2 Rd"],
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),
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Text(
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x="1000",
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y="232",
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id="vl1_l2_wr",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["VL1_L2 Wr"],
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),
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Text(
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x="1008",
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y="264",
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id="vl1_l2_atom",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["VL1_L2 Atomic"],
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),
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# ----------------------------------------
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# Scalar L1D Cache Block
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Text(
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x="709",
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y="384",
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id="sl1_rd",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["VL1D Rd"],
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),
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Text(
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x="838",
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y="372",
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id="sl1_hit",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["VL1D Hit"],
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),
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Text(
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x="838",
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y="404",
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id="sl1_lat",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["VL1D Lat"],
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),
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Text(
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x="1000",
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y="351",
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id="sl1_l2_rd",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["VL1D_L2 Rd"],
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),
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Text(
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x="1000",
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y="380",
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id="sl1_l2_wr",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["VL1D_L2 Wr"],
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),
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Text(
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x="1008",
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y="412",
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id="sl1_l2_atom",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["VL1D_L2 Atomic"],
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),
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# ----------------------------------------
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# Instr L1 Cache Block
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Text(
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x="492",
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y="498",
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id="il1_fetch",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["IL1 Fetch"],
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),
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Text(
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x="837",
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y="491",
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id="il1_hit",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["IL1 Hit"],
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),
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Text(
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x="837",
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y="522",
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id="il1_lat",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["IL1 Lat"],
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),
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Text(
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x="1015",
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y="500",
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id="il1_l2_req",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["IL1_L2 Rd"],
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),
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# ----------------------------------------
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# L2 Cache Block(inside)
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Text(
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x="1145",
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y="213",
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id="l2_rd",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["L2 Rd"],
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),
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Text(
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x="1145",
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y="238",
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id="l2_wr",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["L2 Wr"],
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),
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Text(
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x="1145",
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y="264",
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id="l2_atom",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["L2 Atomic"],
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),
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Text(
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x="1145",
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y="292",
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id="l2_hit",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["L2 Hit"],
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),
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Text(
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x="1145",
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y="356",
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id="l2_rd_lat",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["L2 Rd Lat"],
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),
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Text(
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x="1145",
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y="382",
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id="l2_wr_lat",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["L2 Wr Lat"],
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),
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# ----------------------------------------
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# Fabric Block
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Text(
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x="1317",
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y="243",
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id="l2_fabric_rd",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["Fabric_L2 Rd"],
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),
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Text(
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x="1317",
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y="272",
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id="l2_fabric_wr",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["Fabric_L2 Wr"],
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),
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Text(
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x="1319",
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y="303",
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id="l2_fabric_atom",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["Fabric_L2 Atomic"],
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),
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Text(
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x="1435",
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y="285",
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id="fabric_rd_lat",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["Fabric Rd Lat"],
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),
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Text(
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x="1435",
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y="310",
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id="fabric_wr_lat",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["Fabric Wr Lat"],
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),
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Text(
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x="1435",
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y="336",
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id="fabric_atom_lat",
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fill="rgb(0, 0, 0)",
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fontSize="12px",
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children=memchart_values["Fabric Atomic Lat"],
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),
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Text(
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x="1578",
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y="240",
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id="hbm_rd",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["HBM Rd"],
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),
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Text(
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x="1577",
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y="269",
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id="hbm_wr",
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fill="#FFFFFF",
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fontSize="12px",
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children=memchart_values["HBM Wr"],
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),
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],
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)
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def get_memchart(mem_data, base_data):
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return html.Section(
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id="memchart",
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children=[
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html.Div(
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id="memchart-svg",
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children=[
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Svg(
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|
children=[
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G(
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|
children=[
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|
G(
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|
className="instr-buff",
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|
children=[
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|
Rect(x="30", y="25.5"),
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|
Rect(x="20", y="32"),
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|
Rect(x="10", y="42"),
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|
Rect(x="0", y="52"),
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],
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),
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G(
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className="fabric",
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children=[
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Rect(x="1373", y="213"),
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|
Rect(x="1363", y="203"),
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],
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),
|
|
G(
|
|
className="cache",
|
|
children=[
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|
Rect(x="757", y="460"),
|
|
Rect(x="757", y="345"),
|
|
Rect(id="a3", x="757", y="32"),
|
|
Rect(id="b3", x="757", y="165"),
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|
],
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|
),
|
|
G(
|
|
className="fabric-connections",
|
|
children=[
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|
Rect(x="1383", y="56"),
|
|
Rect(x="1383", y="451"),
|
|
Rect(x="1606.69", y="227.43"),
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|
],
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|
),
|
|
G(
|
|
className="inner-inst-buff",
|
|
children=[
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|
Rect(x="20", y="92"),
|
|
Rect(x="20", y="170.28"),
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],
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|
),
|
|
G(
|
|
className="misc-rec",
|
|
children=[
|
|
Rect(x="1063", y="32"),
|
|
Rect(id="a6", x="326.25", y="138.25"),
|
|
Rect(id="b6", x="450", y="122"),
|
|
],
|
|
),
|
|
G(
|
|
className="val-1",
|
|
children=[
|
|
Rect(x="319", y="32", rx="3", ry="3"),
|
|
Rect(x="319", y="82", rx="3", ry="3"),
|
|
Rect(x="319", y="132", rx="3", ry="3"),
|
|
Rect(x="319", y="182", rx="3", ry="3"),
|
|
Rect(x="319", y="231", rx="3", ry="3"),
|
|
Rect(x="319", y="282", rx="3", ry="3"),
|
|
Rect(x="319", y="329.5", rx="3", ry="3"),
|
|
Rect(x="319", y="382", rx="3", ry="3"),
|
|
Rect(x="1367.69", y="271", rx="3", ry="3"),
|
|
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y="26",
|
|
fill="#FFFFFF",
|
|
fontSize="20px",
|
|
children="LDS",
|
|
),
|
|
Text(
|
|
x="760",
|
|
y="158",
|
|
fill="#FFFFFF",
|
|
fontSize="20px",
|
|
children="Vector L1 Cache",
|
|
),
|
|
Text(
|
|
x="761",
|
|
y="337",
|
|
fill="#FFFFFF",
|
|
fontSize="20px",
|
|
children="Scalar L1D Cache",
|
|
),
|
|
Text(
|
|
x="761",
|
|
y="451",
|
|
fill="#FFFFFF",
|
|
fontSize="20px",
|
|
children="Instr L1 Cache",
|
|
),
|
|
Text(
|
|
x="1153",
|
|
y="63",
|
|
fill="#FFFFFF",
|
|
fontSize="20px",
|
|
textAnchor="middle",
|
|
children="L2 Cache",
|
|
),
|
|
Text(
|
|
x="991",
|
|
y="499",
|
|
fill="#FFFFFF",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="Req:",
|
|
),
|
|
Text(
|
|
x="866",
|
|
y="288",
|
|
fill="rgb(0, 0, 0)",
|
|
fontSize="12px",
|
|
children="%",
|
|
),
|
|
Text(
|
|
x="811",
|
|
y="288",
|
|
fill="rgb(0, 0, 0)",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="Stall:",
|
|
),
|
|
Text(
|
|
x="468",
|
|
y="497",
|
|
fill="#FFFFFF",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="Fetch:",
|
|
),
|
|
Text(
|
|
x="1153",
|
|
y="333",
|
|
fill="#FFFFFF",
|
|
fontSize="14px",
|
|
textAnchor="middle",
|
|
textDecoration="underline",
|
|
children="Latency",
|
|
),
|
|
Text(
|
|
x="543",
|
|
y="227",
|
|
fill="rgb(0, 0, 0)",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="LDS Alloc:",
|
|
),
|
|
Text(
|
|
x="543",
|
|
y="255",
|
|
fill="rgb(0, 0, 0)",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="Scratch Alloc:",
|
|
),
|
|
Text(
|
|
x="543",
|
|
y="299",
|
|
fill="rgb(0, 0, 0)",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="Wavefronts:",
|
|
),
|
|
Text(
|
|
x="543",
|
|
y="328",
|
|
fill="rgb(0, 0, 0)",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="Workgroups:",
|
|
),
|
|
Text(
|
|
x="543",
|
|
y="155",
|
|
fill="rgb(0, 0, 0)",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="VGPRs:",
|
|
),
|
|
Text(
|
|
x="544",
|
|
y="183",
|
|
fill="rgb(0, 0, 0)",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="SGPRs:",
|
|
),
|
|
Text(
|
|
x="684",
|
|
y="384",
|
|
fill="#FFFFFF",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="Rd:",
|
|
),
|
|
Text(
|
|
x="976",
|
|
y="204",
|
|
fill="#FFFFFF",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="Rd:",
|
|
),
|
|
Text(
|
|
x="976",
|
|
y="232",
|
|
fill="#FFFFFF",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="Wr:",
|
|
),
|
|
Text(
|
|
x="988",
|
|
y="264",
|
|
fill="#FFFFFF",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="Atomic:",
|
|
),
|
|
Text(
|
|
x="976",
|
|
y="352",
|
|
fill="#FFFFFF",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="Rd:",
|
|
),
|
|
Text(
|
|
x="976",
|
|
y="380",
|
|
fill="#FFFFFF",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="Wr:",
|
|
),
|
|
Text(
|
|
x="988",
|
|
y="412",
|
|
fill="#FFFFFF",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="Atomic:",
|
|
),
|
|
Text(
|
|
x="1292",
|
|
y="243",
|
|
fill="#FFFFFF",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="Rd:",
|
|
),
|
|
Text(
|
|
x="1293",
|
|
y="272",
|
|
fill="#FFFFFF",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="Wr:",
|
|
),
|
|
Text(
|
|
x="1301",
|
|
y="304",
|
|
fill="#FFFFFF",
|
|
fontSize="12px",
|
|
textAnchor="end",
|
|
children="Atomic:",
|
|
),
|
|
],
|
|
),
|
|
insert_chart_data(mem_data, base_data),
|
|
]
|
|
)
|
|
],
|
|
viewBox="-0.5 -0.5 1698 543",
|
|
)
|
|
],
|
|
)
|
|
],
|
|
)
|