Unverified Commit 655bd0aa authored by rafsalas19's avatar rafsalas19 Committed by GitHub
Browse files

Adding HPL benchmark (#482)



**Description**

- Adding HPL benchmark

---------
Co-authored-by: default avatarUbuntu <azureuser@sbtestvm.jzlku1oskncengjiado35wf1hd.ax.internal.cloudapp.net>
Co-authored-by: default avatarPeng Cheng <chengpeng5555@outlook.com>
parent 644b5395
......@@ -128,6 +128,13 @@ RUN cd /tmp && \
apt install -y ./aocc-compiler-4.0.0_1_amd64.deb && \
rm -rf aocc-compiler-4.0.0_1_amd64.deb
# Install AMD BLIS
RUN cd /tmp && \
wget https://download.amd.com/developer/eula/blis/blis-4-0/aocl-blis-linux-aocc-4.0.tar.gz && \
tar xzf aocl-blis-linux-aocc-4.0.tar.gz && \
mv amd-blis /opt/AMD && \
rm -rf aocl-blis-linux-aocc-4.0.tar.gz
# Add config files
ADD dockerfile/etc /opt/microsoft/
......
......@@ -108,6 +108,13 @@ RUN cd /tmp && \
apt install -y ./aocc-compiler-4.0.0_1_amd64.deb && \
rm -rf aocc-compiler-4.0.0_1_amd64.deb
# Install AMD BLIS
RUN cd /tmp && \
wget https://download.amd.com/developer/eula/blis/blis-4-0/aocl-blis-linux-aocc-4.0.tar.gz && \
tar xzf aocl-blis-linux-aocc-4.0.tar.gz && \
mv amd-blis /opt/AMD && \
rm -rf aocl-blis-linux-aocc-4.0.tar.gz
# Add config files
ADD dockerfile/etc /opt/microsoft/
......
......@@ -108,6 +108,13 @@ RUN cd /tmp && \
apt install -y ./aocc-compiler-4.0.0_1_amd64.deb && \
rm -rf aocc-compiler-4.0.0_1_amd64.deb
# Install AMD BLIS
RUN cd /tmp && \
wget https://download.amd.com/developer/eula/blis/blis-4-0/aocl-blis-linux-aocc-4.0.tar.gz && \
tar xzf aocl-blis-linux-aocc-4.0.tar.gz && \
mv amd-blis /opt/AMD && \
rm -rf aocl-blis-linux-aocc-4.0.tar.gz
# Install rccl-rdma-sharp-plugins
ENV SHARP_VERSION=5.0
RUN cd /opt/rocm && \
......
......@@ -120,6 +120,13 @@ RUN cd /tmp && \
apt install -y ./aocc-compiler-4.0.0_1_amd64.deb && \
rm -rf aocc-compiler-4.0.0_1_amd64.deb
# Install AMD BLIS
RUN cd /tmp && \
wget https://download.amd.com/developer/eula/blis/blis-4-0/aocl-blis-linux-aocc-4.0.tar.gz && \
tar xzf aocl-blis-linux-aocc-4.0.tar.gz && \
mv amd-blis /opt/AMD && \
rm -rf aocl-blis-linux-aocc-4.0.tar.gz
ENV PATH="${PATH}:/opt/rocm/hip/bin/" \
LD_LIBRARY_PATH="/usr/local/lib/:${LD_LIBRARY_PATH}" \
SB_HOME=/opt/superbench \
......
......@@ -171,6 +171,21 @@ Supports the use of double unit types and the use of tensor cores.
| gpu-burn/gpu_[0-9]_pass | yes/no | The result of the gpu-burn test for each GPU (1: yes, 0: no). |
| gpu-burn/abort | yes/no | Whether or not GPU-burn test aborted before returning GPU results (1: yes, 0: no). |
### `cpu-hpl`
#### Introduction
HPL or High Performance Computing Linpack evaluates compute bandwidth by solving dense linear systems in double precision arethmetic.
Performed by [High-Performance Linpack Benchmark for Distributed-Memory Computers](https://netlib.org/benchmark/hpl/)
#### Metrics
| Name | Unit | Description |
|---------------------|--------------------|----------------------------------------------------------------------------|
| cpu-hpl/tests_pass | | HPL completed running and correctness test has passed (1: pass, 0: fail). |
| cpu-hpl/throughput | bandwidth (GFlops) | Compute bandwidth. |
| cpu-hpl/time | time (s) | Time elapsed during HPL run. |
### `cpu-stream`
#### Introduction
......
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
"""Micro benchmark example for CPU HPL performance.
Commands to run:
python3 examples/benchmarks/cpu_hpl_performance.py
"""
from superbench.benchmarks import BenchmarkRegistry
from superbench.common.utils import logger
if __name__ == '__main__':
context = BenchmarkRegistry.create_benchmark_context(
'cpu-hpl',
parameters='--cpu_arch zen3 \
--blockSize 224 --coreCount 60 --blocks 1 --problemSize 224000'
)
benchmark = BenchmarkRegistry.launch_benchmark(context)
if benchmark:
logger.info(
'benchmark: {}, return code: {}, result: {}'.format(
benchmark.name, benchmark.return_code, benchmark.result
)
)
......@@ -17,6 +17,7 @@
from superbench.benchmarks.micro_benchmarks.disk_performance import DiskBenchmark
from superbench.benchmarks.micro_benchmarks.cpu_memory_bw_latency_performance import CpuMemBwLatencyBenchmark
from superbench.benchmarks.micro_benchmarks.cpu_stream_performance import CpuStreamBenchmark
from superbench.benchmarks.micro_benchmarks.cpu_hpl_performance import CpuHplBenchmark
from superbench.benchmarks.micro_benchmarks.gpcnet_performance import GPCNetBenchmark
from superbench.benchmarks.micro_benchmarks.gpu_copy_bw_performance import GpuCopyBwBenchmark
from superbench.benchmarks.micro_benchmarks.gpu_burn_test import GpuBurnBenchmark
......@@ -33,6 +34,7 @@
__all__ = [
'ComputationCommunicationOverlap',
'CpuMemBwLatencyBenchmark',
'CpuHplBenchmark',
'CpuStreamBenchmark',
'CublasBenchmark',
'CublasLtBenchmark',
......
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
"""Module for running the HPL benchmark."""
import os
from superbench.common.utils import logger
from superbench.benchmarks import BenchmarkRegistry
from superbench.benchmarks.micro_benchmarks import MicroBenchmarkWithInvoke
class CpuHplBenchmark(MicroBenchmarkWithInvoke):
"""The HPL benchmark class."""
def __init__(self, name, parameters=''):
"""Constructor.
Args:
name (str): benchmark name.
parameters (str): benchmark parameters.
"""
super().__init__(name, parameters)
self._bin_name = 'hpl_run.sh'
def add_parser_arguments(self):
"""Add the specified arguments."""
super().add_parser_arguments()
self.__cpu_arch = ['zen3', 'zen4']
self._parser.add_argument(
'--cpu_arch',
type=str,
default='zen4',
required=False,
help='The targeted cpu architectures to run \
HPL. Default is zen4. Possible values are {}.'.format(' '.join(self.__cpu_arch))
)
self._parser.add_argument(
'--blockSize',
type=int,
default=384,
required=False,
help='Size of blocks. This parameter is an HPL input. Default 384.'
)
self._parser.add_argument(
'--coreCount',
type=int,
default=88, # for HBv4 total number of cores is 176 => 88 per cpu
required=False,
help='Number of cores per CPU. Used for MPI and HPL configuration. \
Default 88 (HBv4 has a total of 176 w/ 2 cpus therefore 88 per cpu)'
)
self._parser.add_argument(
'--blocks',
type=int,
default=1,
required=False,
help='Number of blocks. This parameter is an HPL input. Default 1.'
)
self._parser.add_argument(
'--problemSize',
type=int,
default=384000,
required=False,
help='This is the problem size designated by "N" notation. \
This parameter is an HPL input. Default is 384000'
)
def _preprocess(self, hpl_template):
"""Preprocess/preparation operations before the benchmarking.
Return:
True if _preprocess() succeed.
"""
if not super()._preprocess():
return False
if not self._set_binary_path():
logger.error(
'Executable {} not found in {} or it is not executable'.format(self._bin_name, self._args.bin_dir)
)
return False
# xhpl type
xhpl = 'xhpl_z4'
if self._args.cpu_arch == 'zen3':
xhpl = 'xhpl_z3'
# command
command = os.path.join(self._args.bin_dir, self._bin_name)
command = command + ' ' + xhpl + ' ' + str(self._args.coreCount)
# modify HPL.dat
if hpl_template:
hpl_input_file = hpl_template
else:
hpl_input_file = os.path.join(self._args.bin_dir, 'template_hpl.dat')
search_string = ['problemSize', 'blockCount', 'blockSize']
with open(hpl_input_file, 'r') as hplfile:
lines = hplfile.readlines()
hpl_input_file = os.path.join(os.getcwd(), 'HPL.dat')
with open(hpl_input_file, 'w') as hplfile:
for line in lines:
if search_string[0] in line:
line = line.replace(search_string[0], str(self._args.problemSize))
elif search_string[1] in line:
line = line.replace(search_string[1], str(self._args.blocks))
elif search_string[2] in line:
line = line.replace(search_string[2], str(self._args.blockSize))
hplfile.write(line)
self._commands.append(command)
return True
def _process_raw_result(self, cmd_idx, raw_output):
"""Function to parse raw results and save the summarized results.
self._result.add_raw_data() and self._result.add_result() need to be called to save the results.
Args:
cmd_idx (int): the index of command corresponding with the raw_output.
raw_output (str): raw output string of the micro-benchmark.
Return:
True if the raw output string is valid and result can be extracted.
"""
content = raw_output.splitlines()
for idx, line in enumerate(content):
if 'T/V' in line and 'Gflops' in line:
break
results = content[idx + 2].split()
for line in content[idx + 2:]:
if '1 tests completed and passed residual checks' in line:
self._result.add_result('tests_pass', 1)
elif '0 tests completed and passed residual checks' in line:
self._result.add_result('tests_pass', 0)
self._result.add_result('time', float(results[5]))
self._result.add_result('throughput', float(results[6]))
# raw output
self._result.add_raw_data('raw_output_' + str(cmd_idx), raw_output, self._args.log_raw_data)
return True
BenchmarkRegistry.register_benchmark('cpu-hpl', CpuHplBenchmark)
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
"""Tests for HPL benchmark."""
import unittest
from tests.helper import decorator
from tests.helper.testcase import BenchmarkTestCase
from superbench.benchmarks import BenchmarkRegistry, BenchmarkType, ReturnCode, Platform
class CpuHplBenchmarkTest(BenchmarkTestCase, unittest.TestCase):
"""Test class for HPL benchmark."""
@classmethod
def setUpClass(cls):
"""Hook method for setting up class fixture before running tests in the class."""
super().setUpClass()
cls.createMockEnvs(cls)
cls.createMockFiles(cls, ['bin/hpl_run.sh'])
return True
@decorator.load_data('tests/data/hpl_results.log')
def test_hpl(self, results):
"""Test HPL benchmark command generation."""
benchmark_name = 'cpu-hpl'
(benchmark_class,
predefine_params) = BenchmarkRegistry._BenchmarkRegistry__select_benchmark(benchmark_name, Platform.CPU)
assert (benchmark_class)
parameters = '--cpu_arch zen3 \
--blockSize 224 --coreCount 60 --blocks 1 --problemSize 224000'
benchmark = benchmark_class(benchmark_name, parameters=parameters)
# Check basic information
assert (benchmark)
ret = benchmark._preprocess(hpl_template='third_party/hpl-tests/template_hpl.dat')
assert (ret is True)
assert (benchmark.return_code == ReturnCode.SUCCESS)
assert (benchmark.name == benchmark_name)
assert (benchmark.type == BenchmarkType.MICRO)
# Check parameters specified in BenchmarkContext.
assert (benchmark._args.cpu_arch == 'zen3')
assert (benchmark._args.blockSize == 224)
assert (benchmark._args.coreCount == 60)
assert (benchmark._args.blocks == 1)
assert (benchmark._args.problemSize == 224000)
# Check command
assert (1 == len(benchmark._commands))
assert ('60' in benchmark._commands[0])
assert ('hpl_run.sh' in benchmark._commands[0])
assert ('xhpl_z3' in benchmark._commands[0])
# Check results
assert (benchmark._process_raw_result(0, results))
assert (benchmark.result['return_code'][0] == 0)
assert (float(benchmark.result['time'][0]) == 4645.37)
assert (float(benchmark.result['throughput'][0]) == 8126.1)
if __name__ == '__main__':
unittest.main()
================================================================================
HPLinpack 2.3 -- High-Performance Linpack benchmark -- December 2, 2018
Written by A. Petitet and R. Clint Whaley, Innovative Computing Laboratory, UTK
Modified by Piotr Luszczek, Innovative Computing Laboratory, UTK
Modified by Julien Langou, University of Colorado Denver
================================================================================
An explanation of the input/output parameters follows:
T/V : Wall time / encoded variant.
N : The order of the coefficient matrix A.
NB : The partitioning blocking factor.
P : The number of process rows.
Q : The number of process columns.
Time : Time in seconds to solve the linear system.
Gflops : Rate of execution for solving the linear system.
The following parameter values will be used:
N : 384000
NB : 384
PMAP : Row-major process mapping
P : 1
Q : 2
PFACT : Crout
NBMIN : 48
NDIV : 8
RFACT : Right
BCAST : HybBcast
DEPTH : 0
SWAP : Mix (threshold = 64)
L1 : transposed form
U : transposed form
EQUIL : yes
ALIGN : 8 double precision words
--------------------------------------------------------------------------------
- The matrix A is randomly generated for each test.
- The following scaled residual check will be computed:
||Ax-b||_oo / ( eps * ( || x ||_oo * || A ||_oo + || b ||_oo ) * N )
- The relative machine precision (eps) is taken to be 1.110223e-16
- Computational tests pass if scaled residuals are less than 16.0
Column=000000384 Fraction= 0.1% Gflops=7.818e+03
Column=000000768 Fraction= 0.2% Gflops=8.007e+03
Column=000001152 Fraction= 0.3% Gflops=8.092e+03
Column=000001536 Fraction= 0.4% Gflops=8.112e+03
Column=000001920 Fraction= 0.5% Gflops=8.123e+03
Column=000002304 Fraction= 0.6% Gflops=8.127e+03
Column=000002688 Fraction= 0.7% Gflops=8.133e+03
Column=000003072 Fraction= 0.8% Gflops=8.133e+03
Column=000003456 Fraction= 0.9% Gflops=8.137e+03
Column=000003840 Fraction= 1.0% Gflops=8.134e+03
Column=000004224 Fraction= 1.1% Gflops=8.138e+03
Column=000004608 Fraction= 1.2% Gflops=8.139e+03
Column=000004992 Fraction= 1.3% Gflops=8.142e+03
Column=000005376 Fraction= 1.4% Gflops=8.144e+03
Column=000005760 Fraction= 1.5% Gflops=8.143e+03
Column=000006144 Fraction= 1.6% Gflops=8.144e+03
Column=000006528 Fraction= 1.7% Gflops=8.144e+03
Column=000006912 Fraction= 1.8% Gflops=8.144e+03
Column=000007296 Fraction= 1.9% Gflops=8.147e+03
Column=000007680 Fraction= 2.0% Gflops=8.148e+03
Column=000008064 Fraction= 2.1% Gflops=8.150e+03
Column=000008448 Fraction= 2.2% Gflops=8.152e+03
Column=000008832 Fraction= 2.3% Gflops=8.153e+03
Column=000009216 Fraction= 2.4% Gflops=8.151e+03
Column=000009600 Fraction= 2.5% Gflops=8.152e+03
Column=000009984 Fraction= 2.6% Gflops=8.152e+03
Column=000010368 Fraction= 2.7% Gflops=8.155e+03
Column=000010752 Fraction= 2.8% Gflops=8.155e+03
Column=000011136 Fraction= 2.9% Gflops=8.155e+03
Column=000011520 Fraction= 3.0% Gflops=8.155e+03
Column=000011904 Fraction= 3.1% Gflops=8.156e+03
Column=000012288 Fraction= 3.2% Gflops=8.155e+03
Column=000012672 Fraction= 3.3% Gflops=8.156e+03
Column=000013056 Fraction= 3.4% Gflops=8.156e+03
Column=000013440 Fraction= 3.5% Gflops=8.159e+03
Column=000013824 Fraction= 3.6% Gflops=8.160e+03
Column=000014208 Fraction= 3.7% Gflops=8.161e+03
Column=000014592 Fraction= 3.8% Gflops=8.160e+03
Column=000014976 Fraction= 3.9% Gflops=8.161e+03
Column=000015360 Fraction= 4.0% Gflops=8.160e+03
Column=000015744 Fraction= 4.1% Gflops=8.160e+03
Column=000016128 Fraction= 4.2% Gflops=8.160e+03
Column=000016512 Fraction= 4.3% Gflops=8.163e+03
Column=000016896 Fraction= 4.4% Gflops=8.163e+03
Column=000017280 Fraction= 4.5% Gflops=8.164e+03
Column=000017664 Fraction= 4.6% Gflops=8.163e+03
Column=000018048 Fraction= 4.7% Gflops=8.163e+03
Column=000018432 Fraction= 4.8% Gflops=8.163e+03
Column=000018816 Fraction= 4.9% Gflops=8.163e+03
Column=000019200 Fraction= 5.0% Gflops=8.162e+03
Column=000019584 Fraction= 5.1% Gflops=8.162e+03
Column=000019968 Fraction= 5.2% Gflops=8.163e+03
Column=000020352 Fraction= 5.3% Gflops=8.164e+03
Column=000020736 Fraction= 5.4% Gflops=8.164e+03
Column=000021120 Fraction= 5.5% Gflops=8.164e+03
Column=000021504 Fraction= 5.6% Gflops=8.163e+03
Column=000021888 Fraction= 5.7% Gflops=8.163e+03
Column=000022272 Fraction= 5.8% Gflops=8.163e+03
Column=000022656 Fraction= 5.9% Gflops=8.163e+03
Column=000023040 Fraction= 6.0% Gflops=8.163e+03
Column=000023424 Fraction= 6.1% Gflops=8.164e+03
Column=000023808 Fraction= 6.2% Gflops=8.163e+03
Column=000024192 Fraction= 6.3% Gflops=8.164e+03
Column=000024576 Fraction= 6.4% Gflops=8.164e+03
Column=000024960 Fraction= 6.5% Gflops=8.164e+03
Column=000025344 Fraction= 6.6% Gflops=8.164e+03
Column=000025728 Fraction= 6.7% Gflops=8.163e+03
Column=000026112 Fraction= 6.8% Gflops=8.164e+03
Column=000026496 Fraction= 6.9% Gflops=8.164e+03
Column=000026880 Fraction= 7.0% Gflops=8.164e+03
Column=000027264 Fraction= 7.1% Gflops=8.164e+03
Column=000027648 Fraction= 7.2% Gflops=8.164e+03
Column=000028032 Fraction= 7.3% Gflops=8.165e+03
Column=000028416 Fraction= 7.4% Gflops=8.165e+03
Column=000028800 Fraction= 7.5% Gflops=8.165e+03
Column=000029184 Fraction= 7.6% Gflops=8.164e+03
Column=000029568 Fraction= 7.7% Gflops=8.164e+03
Column=000029952 Fraction= 7.8% Gflops=8.164e+03
Column=000030336 Fraction= 7.9% Gflops=8.165e+03
Column=000030720 Fraction= 8.0% Gflops=8.164e+03
Column=000031104 Fraction= 8.1% Gflops=8.164e+03
Column=000031488 Fraction= 8.2% Gflops=8.164e+03
Column=000031872 Fraction= 8.3% Gflops=8.164e+03
Column=000032256 Fraction= 8.4% Gflops=8.164e+03
Column=000032640 Fraction= 8.5% Gflops=8.165e+03
Column=000033024 Fraction= 8.6% Gflops=8.165e+03
Column=000033408 Fraction= 8.7% Gflops=8.165e+03
Column=000033792 Fraction= 8.8% Gflops=8.165e+03
Column=000034176 Fraction= 8.9% Gflops=8.165e+03
Column=000034560 Fraction= 9.0% Gflops=8.165e+03
Column=000034944 Fraction= 9.1% Gflops=8.166e+03
Column=000035328 Fraction= 9.2% Gflops=8.165e+03
Column=000035712 Fraction= 9.3% Gflops=8.165e+03
Column=000036096 Fraction= 9.4% Gflops=8.166e+03
Column=000036480 Fraction= 9.5% Gflops=8.166e+03
Column=000036864 Fraction= 9.6% Gflops=8.165e+03
Column=000037248 Fraction= 9.7% Gflops=8.165e+03
Column=000037632 Fraction= 9.8% Gflops=8.165e+03
Column=000038016 Fraction= 9.9% Gflops=8.166e+03
Column=000038400 Fraction=10.0% Gflops=8.166e+03
Column=000038784 Fraction=10.1% Gflops=8.166e+03
Column=000039168 Fraction=10.2% Gflops=8.166e+03
Column=000039552 Fraction=10.3% Gflops=8.166e+03
Column=000039936 Fraction=10.4% Gflops=8.166e+03
Column=000040320 Fraction=10.5% Gflops=8.166e+03
Column=000040704 Fraction=10.6% Gflops=8.166e+03
Column=000041088 Fraction=10.7% Gflops=8.166e+03
Column=000041472 Fraction=10.8% Gflops=8.166e+03
Column=000041856 Fraction=10.9% Gflops=8.167e+03
Column=000042240 Fraction=11.0% Gflops=8.167e+03
Column=000042624 Fraction=11.1% Gflops=8.167e+03
Column=000043008 Fraction=11.2% Gflops=8.166e+03
Column=000043392 Fraction=11.3% Gflops=8.167e+03
Column=000043776 Fraction=11.4% Gflops=8.166e+03
Column=000044160 Fraction=11.5% Gflops=8.166e+03
Column=000044544 Fraction=11.6% Gflops=8.166e+03
Column=000044928 Fraction=11.7% Gflops=8.166e+03
Column=000045312 Fraction=11.8% Gflops=8.166e+03
Column=000045696 Fraction=11.9% Gflops=8.166e+03
Column=000046080 Fraction=12.0% Gflops=8.166e+03
Column=000046464 Fraction=12.1% Gflops=8.166e+03
Column=000046848 Fraction=12.2% Gflops=8.166e+03
Column=000047232 Fraction=12.3% Gflops=8.166e+03
Column=000047616 Fraction=12.4% Gflops=8.166e+03
Column=000048000 Fraction=12.5% Gflops=8.166e+03
Column=000048384 Fraction=12.6% Gflops=8.166e+03
Column=000048768 Fraction=12.7% Gflops=8.166e+03
Column=000049152 Fraction=12.8% Gflops=8.166e+03
Column=000049536 Fraction=12.9% Gflops=8.166e+03
Column=000049920 Fraction=13.0% Gflops=8.165e+03
Column=000050304 Fraction=13.1% Gflops=8.165e+03
Column=000050688 Fraction=13.2% Gflops=8.165e+03
Column=000051072 Fraction=13.3% Gflops=8.165e+03
Column=000051456 Fraction=13.4% Gflops=8.165e+03
Column=000051840 Fraction=13.5% Gflops=8.165e+03
Column=000052224 Fraction=13.6% Gflops=8.165e+03
Column=000052608 Fraction=13.7% Gflops=8.165e+03
Column=000052992 Fraction=13.8% Gflops=8.165e+03
Column=000053376 Fraction=13.9% Gflops=8.165e+03
Column=000053760 Fraction=14.0% Gflops=8.165e+03
Column=000054144 Fraction=14.1% Gflops=8.165e+03
Column=000054528 Fraction=14.2% Gflops=8.164e+03
Column=000054912 Fraction=14.3% Gflops=8.165e+03
Column=000055296 Fraction=14.4% Gflops=8.165e+03
Column=000055680 Fraction=14.5% Gflops=8.165e+03
Column=000056064 Fraction=14.6% Gflops=8.165e+03
Column=000056448 Fraction=14.7% Gflops=8.166e+03
Column=000056832 Fraction=14.8% Gflops=8.165e+03
Column=000057216 Fraction=14.9% Gflops=8.165e+03
Column=000057600 Fraction=15.0% Gflops=8.165e+03
Column=000057984 Fraction=15.1% Gflops=8.165e+03
Column=000058368 Fraction=15.2% Gflops=8.165e+03
Column=000058752 Fraction=15.3% Gflops=8.165e+03
Column=000059136 Fraction=15.4% Gflops=8.165e+03
Column=000059520 Fraction=15.5% Gflops=8.165e+03
Column=000059904 Fraction=15.6% Gflops=8.166e+03
Column=000060288 Fraction=15.7% Gflops=8.166e+03
Column=000060672 Fraction=15.8% Gflops=8.166e+03
Column=000061056 Fraction=15.9% Gflops=8.166e+03
Column=000061440 Fraction=16.0% Gflops=8.166e+03
Column=000061824 Fraction=16.1% Gflops=8.166e+03
Column=000062208 Fraction=16.2% Gflops=8.166e+03
Column=000062592 Fraction=16.3% Gflops=8.166e+03
Column=000062976 Fraction=16.4% Gflops=8.166e+03
Column=000063360 Fraction=16.5% Gflops=8.166e+03
Column=000063744 Fraction=16.6% Gflops=8.166e+03
Column=000064128 Fraction=16.7% Gflops=8.166e+03
Column=000064512 Fraction=16.8% Gflops=8.166e+03
Column=000064896 Fraction=16.9% Gflops=8.166e+03
Column=000065280 Fraction=17.0% Gflops=8.166e+03
Column=000065664 Fraction=17.1% Gflops=8.166e+03
Column=000066048 Fraction=17.2% Gflops=8.166e+03
Column=000066432 Fraction=17.3% Gflops=8.166e+03
Column=000066816 Fraction=17.4% Gflops=8.166e+03
Column=000067200 Fraction=17.5% Gflops=8.166e+03
Column=000067584 Fraction=17.6% Gflops=8.166e+03
Column=000067968 Fraction=17.7% Gflops=8.166e+03
Column=000068352 Fraction=17.8% Gflops=8.166e+03
Column=000068736 Fraction=17.9% Gflops=8.166e+03
Column=000069120 Fraction=18.0% Gflops=8.166e+03
Column=000069504 Fraction=18.1% Gflops=8.166e+03
Column=000069888 Fraction=18.2% Gflops=8.166e+03
Column=000070272 Fraction=18.3% Gflops=8.166e+03
Column=000070656 Fraction=18.4% Gflops=8.166e+03
Column=000071040 Fraction=18.5% Gflops=8.166e+03
Column=000071424 Fraction=18.6% Gflops=8.167e+03
Column=000071808 Fraction=18.7% Gflops=8.167e+03
Column=000072192 Fraction=18.8% Gflops=8.167e+03
Column=000072576 Fraction=18.9% Gflops=8.167e+03
Column=000072960 Fraction=19.0% Gflops=8.167e+03
Column=000073344 Fraction=19.1% Gflops=8.167e+03
Column=000073728 Fraction=19.2% Gflops=8.166e+03
Column=000074112 Fraction=19.3% Gflops=8.166e+03
Column=000074496 Fraction=19.4% Gflops=8.166e+03
Column=000074880 Fraction=19.5% Gflops=8.167e+03
Column=000075264 Fraction=19.6% Gflops=8.167e+03
Column=000075648 Fraction=19.7% Gflops=8.167e+03
Column=000076032 Fraction=19.8% Gflops=8.167e+03
Column=000076416 Fraction=19.9% Gflops=8.167e+03
Column=000076800 Fraction=20.0% Gflops=8.167e+03
Column=000077184 Fraction=20.1% Gflops=8.167e+03
Column=000077568 Fraction=20.2% Gflops=8.167e+03
Column=000077952 Fraction=20.3% Gflops=8.167e+03
Column=000078336 Fraction=20.4% Gflops=8.167e+03
Column=000078720 Fraction=20.5% Gflops=8.167e+03
Column=000079104 Fraction=20.6% Gflops=8.168e+03
Column=000079488 Fraction=20.7% Gflops=8.168e+03
Column=000079872 Fraction=20.8% Gflops=8.168e+03
Column=000080256 Fraction=20.9% Gflops=8.168e+03
Column=000080640 Fraction=21.0% Gflops=8.168e+03
Column=000081024 Fraction=21.1% Gflops=8.168e+03
Column=000081408 Fraction=21.2% Gflops=8.168e+03
Column=000081792 Fraction=21.3% Gflops=8.168e+03
Column=000082176 Fraction=21.4% Gflops=8.168e+03
Column=000082560 Fraction=21.5% Gflops=8.168e+03
Column=000082944 Fraction=21.6% Gflops=8.168e+03
Column=000083328 Fraction=21.7% Gflops=8.168e+03
Column=000083712 Fraction=21.8% Gflops=8.168e+03
Column=000084096 Fraction=21.9% Gflops=8.168e+03
Column=000084480 Fraction=22.0% Gflops=8.167e+03
Column=000084864 Fraction=22.1% Gflops=8.168e+03
Column=000085248 Fraction=22.2% Gflops=8.168e+03
Column=000085632 Fraction=22.3% Gflops=8.168e+03
Column=000086016 Fraction=22.4% Gflops=8.168e+03
Column=000086400 Fraction=22.5% Gflops=8.167e+03
Column=000086784 Fraction=22.6% Gflops=8.167e+03
Column=000087168 Fraction=22.7% Gflops=8.167e+03
Column=000087552 Fraction=22.8% Gflops=8.167e+03
Column=000087936 Fraction=22.9% Gflops=8.167e+03
Column=000088320 Fraction=23.0% Gflops=8.168e+03
Column=000088704 Fraction=23.1% Gflops=8.168e+03
Column=000089088 Fraction=23.2% Gflops=8.168e+03
Column=000089472 Fraction=23.3% Gflops=8.168e+03
Column=000089856 Fraction=23.4% Gflops=8.167e+03
Column=000090240 Fraction=23.5% Gflops=8.167e+03
Column=000090624 Fraction=23.6% Gflops=8.167e+03
Column=000091008 Fraction=23.7% Gflops=8.167e+03
Column=000091392 Fraction=23.8% Gflops=8.167e+03
Column=000091776 Fraction=23.9% Gflops=8.167e+03
Column=000092160 Fraction=24.0% Gflops=8.167e+03
Column=000092544 Fraction=24.1% Gflops=8.167e+03
Column=000092928 Fraction=24.2% Gflops=8.167e+03
Column=000093312 Fraction=24.3% Gflops=8.167e+03
Column=000093696 Fraction=24.4% Gflops=8.167e+03
Column=000094080 Fraction=24.5% Gflops=8.167e+03
Column=000094464 Fraction=24.6% Gflops=8.167e+03
Column=000094848 Fraction=24.7% Gflops=8.167e+03
Column=000095232 Fraction=24.8% Gflops=8.167e+03
Column=000095616 Fraction=24.9% Gflops=8.167e+03
Column=000096000 Fraction=25.0% Gflops=8.167e+03
Column=000096384 Fraction=25.1% Gflops=8.167e+03
Column=000096768 Fraction=25.2% Gflops=8.167e+03
Column=000097152 Fraction=25.3% Gflops=8.167e+03
Column=000097536 Fraction=25.4% Gflops=8.167e+03
Column=000097920 Fraction=25.5% Gflops=8.167e+03
Column=000098304 Fraction=25.6% Gflops=8.167e+03
Column=000098688 Fraction=25.7% Gflops=8.167e+03
Column=000099072 Fraction=25.8% Gflops=8.167e+03
Column=000099456 Fraction=25.9% Gflops=8.167e+03
Column=000099840 Fraction=26.0% Gflops=8.167e+03
Column=000100224 Fraction=26.1% Gflops=8.167e+03
Column=000100608 Fraction=26.2% Gflops=8.167e+03
Column=000100992 Fraction=26.3% Gflops=8.167e+03
Column=000101376 Fraction=26.4% Gflops=8.166e+03
Column=000101760 Fraction=26.5% Gflops=8.167e+03
Column=000102144 Fraction=26.6% Gflops=8.167e+03
Column=000102528 Fraction=26.7% Gflops=8.167e+03
Column=000102912 Fraction=26.8% Gflops=8.166e+03
Column=000103296 Fraction=26.9% Gflops=8.166e+03
Column=000103680 Fraction=27.0% Gflops=8.166e+03
Column=000104064 Fraction=27.1% Gflops=8.166e+03
Column=000104448 Fraction=27.2% Gflops=8.166e+03
Column=000104832 Fraction=27.3% Gflops=8.166e+03
Column=000105216 Fraction=27.4% Gflops=8.166e+03
Column=000105600 Fraction=27.5% Gflops=8.166e+03
Column=000105984 Fraction=27.6% Gflops=8.165e+03
Column=000106368 Fraction=27.7% Gflops=8.165e+03
Column=000106752 Fraction=27.8% Gflops=8.165e+03
Column=000107136 Fraction=27.9% Gflops=8.165e+03
Column=000107520 Fraction=28.0% Gflops=8.165e+03
Column=000107904 Fraction=28.1% Gflops=8.165e+03
Column=000108288 Fraction=28.2% Gflops=8.165e+03
Column=000108672 Fraction=28.3% Gflops=8.165e+03
Column=000109056 Fraction=28.4% Gflops=8.165e+03
Column=000109440 Fraction=28.5% Gflops=8.165e+03
Column=000109824 Fraction=28.6% Gflops=8.165e+03
Column=000110208 Fraction=28.7% Gflops=8.165e+03
Column=000110592 Fraction=28.8% Gflops=8.165e+03
Column=000110976 Fraction=28.9% Gflops=8.165e+03
Column=000111360 Fraction=29.0% Gflops=8.165e+03
Column=000111744 Fraction=29.1% Gflops=8.165e+03
Column=000112128 Fraction=29.2% Gflops=8.165e+03
Column=000112512 Fraction=29.3% Gflops=8.165e+03
Column=000112896 Fraction=29.4% Gflops=8.164e+03
Column=000113280 Fraction=29.5% Gflops=8.164e+03
Column=000113664 Fraction=29.6% Gflops=8.164e+03
Column=000114048 Fraction=29.7% Gflops=8.164e+03
Column=000114432 Fraction=29.8% Gflops=8.164e+03
Column=000114816 Fraction=29.9% Gflops=8.164e+03
Column=000115200 Fraction=30.0% Gflops=8.164e+03
Column=000115584 Fraction=30.1% Gflops=8.164e+03
Column=000115968 Fraction=30.2% Gflops=8.164e+03
Column=000116352 Fraction=30.3% Gflops=8.164e+03
Column=000116736 Fraction=30.4% Gflops=8.164e+03
Column=000117120 Fraction=30.5% Gflops=8.164e+03
Column=000117504 Fraction=30.6% Gflops=8.163e+03
Column=000117888 Fraction=30.7% Gflops=8.163e+03
Column=000118272 Fraction=30.8% Gflops=8.163e+03
Column=000118656 Fraction=30.9% Gflops=8.163e+03
Column=000119040 Fraction=31.0% Gflops=8.163e+03
Column=000119424 Fraction=31.1% Gflops=8.163e+03
Column=000119808 Fraction=31.2% Gflops=8.163e+03
Column=000120192 Fraction=31.3% Gflops=8.163e+03
Column=000120576 Fraction=31.4% Gflops=8.163e+03
Column=000120960 Fraction=31.5% Gflops=8.163e+03
Column=000121344 Fraction=31.6% Gflops=8.163e+03
Column=000121728 Fraction=31.7% Gflops=8.163e+03
Column=000122112 Fraction=31.8% Gflops=8.162e+03
Column=000122496 Fraction=31.9% Gflops=8.162e+03
Column=000122880 Fraction=32.0% Gflops=8.162e+03
Column=000123264 Fraction=32.1% Gflops=8.163e+03
Column=000123648 Fraction=32.2% Gflops=8.163e+03
Column=000124032 Fraction=32.3% Gflops=8.163e+03
Column=000124416 Fraction=32.4% Gflops=8.162e+03
Column=000124800 Fraction=32.5% Gflops=8.162e+03
Column=000125184 Fraction=32.6% Gflops=8.162e+03
Column=000125568 Fraction=32.7% Gflops=8.162e+03
Column=000125952 Fraction=32.8% Gflops=8.162e+03
Column=000126336 Fraction=32.9% Gflops=8.162e+03
Column=000126720 Fraction=33.0% Gflops=8.162e+03
Column=000127104 Fraction=33.1% Gflops=8.162e+03
Column=000127488 Fraction=33.2% Gflops=8.162e+03
Column=000127872 Fraction=33.3% Gflops=8.162e+03
Column=000128256 Fraction=33.4% Gflops=8.162e+03
Column=000128640 Fraction=33.5% Gflops=8.162e+03
Column=000129024 Fraction=33.6% Gflops=8.162e+03
Column=000129408 Fraction=33.7% Gflops=8.162e+03
Column=000129792 Fraction=33.8% Gflops=8.162e+03
Column=000130176 Fraction=33.9% Gflops=8.161e+03
Column=000130560 Fraction=34.0% Gflops=8.161e+03
Column=000130944 Fraction=34.1% Gflops=8.161e+03
Column=000131328 Fraction=34.2% Gflops=8.161e+03
Column=000131712 Fraction=34.3% Gflops=8.161e+03
Column=000132096 Fraction=34.4% Gflops=8.161e+03
Column=000132480 Fraction=34.5% Gflops=8.161e+03
Column=000132864 Fraction=34.6% Gflops=8.161e+03
Column=000133248 Fraction=34.7% Gflops=8.161e+03
Column=000133632 Fraction=34.8% Gflops=8.161e+03
Column=000134016 Fraction=34.9% Gflops=8.161e+03
Column=000134400 Fraction=35.0% Gflops=8.161e+03
Column=000134784 Fraction=35.1% Gflops=8.161e+03
Column=000135168 Fraction=35.2% Gflops=8.161e+03
Column=000135552 Fraction=35.3% Gflops=8.161e+03
Column=000135936 Fraction=35.4% Gflops=8.161e+03
Column=000136320 Fraction=35.5% Gflops=8.161e+03
Column=000136704 Fraction=35.6% Gflops=8.161e+03
Column=000137088 Fraction=35.7% Gflops=8.161e+03
Column=000137472 Fraction=35.8% Gflops=8.161e+03
Column=000137856 Fraction=35.9% Gflops=8.160e+03
Column=000138240 Fraction=36.0% Gflops=8.160e+03
Column=000138624 Fraction=36.1% Gflops=8.160e+03
Column=000139008 Fraction=36.2% Gflops=8.160e+03
Column=000139392 Fraction=36.3% Gflops=8.160e+03
Column=000139776 Fraction=36.4% Gflops=8.160e+03
Column=000140160 Fraction=36.5% Gflops=8.160e+03
Column=000140544 Fraction=36.6% Gflops=8.160e+03
Column=000140928 Fraction=36.7% Gflops=8.160e+03
Column=000141312 Fraction=36.8% Gflops=8.160e+03
Column=000141696 Fraction=36.9% Gflops=8.160e+03
Column=000142080 Fraction=37.0% Gflops=8.160e+03
Column=000142464 Fraction=37.1% Gflops=8.160e+03
Column=000142848 Fraction=37.2% Gflops=8.160e+03
Column=000143232 Fraction=37.3% Gflops=8.160e+03
Column=000143616 Fraction=37.4% Gflops=8.160e+03
Column=000144000 Fraction=37.5% Gflops=8.160e+03
Column=000144384 Fraction=37.6% Gflops=8.159e+03
Column=000144768 Fraction=37.7% Gflops=8.159e+03
Column=000145152 Fraction=37.8% Gflops=8.159e+03
Column=000145536 Fraction=37.9% Gflops=8.159e+03
Column=000145920 Fraction=38.0% Gflops=8.159e+03
Column=000146304 Fraction=38.1% Gflops=8.159e+03
Column=000146688 Fraction=38.2% Gflops=8.159e+03
Column=000147072 Fraction=38.3% Gflops=8.159e+03
Column=000147456 Fraction=38.4% Gflops=8.159e+03
Column=000147840 Fraction=38.5% Gflops=8.159e+03
Column=000148224 Fraction=38.6% Gflops=8.159e+03
Column=000148608 Fraction=38.7% Gflops=8.159e+03
Column=000148992 Fraction=38.8% Gflops=8.159e+03
Column=000149376 Fraction=38.9% Gflops=8.159e+03
Column=000149760 Fraction=39.0% Gflops=8.159e+03
Column=000150144 Fraction=39.1% Gflops=8.159e+03
Column=000150528 Fraction=39.2% Gflops=8.159e+03
Column=000150912 Fraction=39.3% Gflops=8.159e+03
Column=000151296 Fraction=39.4% Gflops=8.159e+03
Column=000151680 Fraction=39.5% Gflops=8.159e+03
Column=000152064 Fraction=39.6% Gflops=8.158e+03
Column=000152448 Fraction=39.7% Gflops=8.158e+03
Column=000152832 Fraction=39.8% Gflops=8.158e+03
Column=000153216 Fraction=39.9% Gflops=8.158e+03
Column=000153600 Fraction=40.0% Gflops=8.158e+03
Column=000153984 Fraction=40.1% Gflops=8.158e+03
Column=000154368 Fraction=40.2% Gflops=8.158e+03
Column=000154752 Fraction=40.3% Gflops=8.158e+03
Column=000155136 Fraction=40.4% Gflops=8.158e+03
Column=000155520 Fraction=40.5% Gflops=8.158e+03
Column=000155904 Fraction=40.6% Gflops=8.158e+03
Column=000156288 Fraction=40.7% Gflops=8.158e+03
Column=000156672 Fraction=40.8% Gflops=8.158e+03
Column=000157056 Fraction=40.9% Gflops=8.158e+03
Column=000157440 Fraction=41.0% Gflops=8.158e+03
Column=000157824 Fraction=41.1% Gflops=8.158e+03
Column=000158208 Fraction=41.2% Gflops=8.158e+03
Column=000158592 Fraction=41.3% Gflops=8.158e+03
Column=000158976 Fraction=41.4% Gflops=8.158e+03
Column=000159360 Fraction=41.5% Gflops=8.158e+03
Column=000159744 Fraction=41.6% Gflops=8.158e+03
Column=000160128 Fraction=41.7% Gflops=8.158e+03
Column=000160512 Fraction=41.8% Gflops=8.157e+03
Column=000160896 Fraction=41.9% Gflops=8.157e+03
Column=000161280 Fraction=42.0% Gflops=8.157e+03
Column=000161664 Fraction=42.1% Gflops=8.157e+03
Column=000162048 Fraction=42.2% Gflops=8.157e+03
Column=000162432 Fraction=42.3% Gflops=8.157e+03
Column=000162816 Fraction=42.4% Gflops=8.157e+03
Column=000163200 Fraction=42.5% Gflops=8.157e+03
Column=000163584 Fraction=42.6% Gflops=8.157e+03
Column=000163968 Fraction=42.7% Gflops=8.157e+03
Column=000164352 Fraction=42.8% Gflops=8.157e+03
Column=000164736 Fraction=42.9% Gflops=8.157e+03
Column=000165120 Fraction=43.0% Gflops=8.157e+03
Column=000165504 Fraction=43.1% Gflops=8.157e+03
Column=000165888 Fraction=43.2% Gflops=8.157e+03
Column=000166272 Fraction=43.3% Gflops=8.157e+03
Column=000166656 Fraction=43.4% Gflops=8.157e+03
Column=000167040 Fraction=43.5% Gflops=8.157e+03
Column=000167424 Fraction=43.6% Gflops=8.156e+03
Column=000167808 Fraction=43.7% Gflops=8.156e+03
Column=000168192 Fraction=43.8% Gflops=8.156e+03
Column=000168576 Fraction=43.9% Gflops=8.156e+03
Column=000168960 Fraction=44.0% Gflops=8.156e+03
Column=000169344 Fraction=44.1% Gflops=8.156e+03
Column=000169728 Fraction=44.2% Gflops=8.156e+03
Column=000170112 Fraction=44.3% Gflops=8.156e+03
Column=000170496 Fraction=44.4% Gflops=8.156e+03
Column=000170880 Fraction=44.5% Gflops=8.156e+03
Column=000171264 Fraction=44.6% Gflops=8.156e+03
Column=000171648 Fraction=44.7% Gflops=8.156e+03
Column=000172032 Fraction=44.8% Gflops=8.156e+03
Column=000172416 Fraction=44.9% Gflops=8.156e+03
Column=000172800 Fraction=45.0% Gflops=8.156e+03
Column=000173184 Fraction=45.1% Gflops=8.156e+03
Column=000173568 Fraction=45.2% Gflops=8.156e+03
Column=000173952 Fraction=45.3% Gflops=8.156e+03
Column=000174336 Fraction=45.4% Gflops=8.156e+03
Column=000174720 Fraction=45.5% Gflops=8.156e+03
Column=000175104 Fraction=45.6% Gflops=8.156e+03
Column=000175488 Fraction=45.7% Gflops=8.155e+03
Column=000175872 Fraction=45.8% Gflops=8.155e+03
Column=000176256 Fraction=45.9% Gflops=8.155e+03
Column=000176640 Fraction=46.0% Gflops=8.155e+03
Column=000177024 Fraction=46.1% Gflops=8.155e+03
Column=000177408 Fraction=46.2% Gflops=8.155e+03
Column=000177792 Fraction=46.3% Gflops=8.155e+03
Column=000178176 Fraction=46.4% Gflops=8.155e+03
Column=000178560 Fraction=46.5% Gflops=8.155e+03
Column=000178944 Fraction=46.6% Gflops=8.155e+03
Column=000179328 Fraction=46.7% Gflops=8.155e+03
Column=000179712 Fraction=46.8% Gflops=8.155e+03
Column=000180096 Fraction=46.9% Gflops=8.155e+03
Column=000180480 Fraction=47.0% Gflops=8.155e+03
Column=000180864 Fraction=47.1% Gflops=8.155e+03
Column=000181248 Fraction=47.2% Gflops=8.155e+03
Column=000181632 Fraction=47.3% Gflops=8.155e+03
Column=000182016 Fraction=47.4% Gflops=8.155e+03
Column=000182400 Fraction=47.5% Gflops=8.154e+03
Column=000182784 Fraction=47.6% Gflops=8.154e+03
Column=000183168 Fraction=47.7% Gflops=8.154e+03
Column=000183552 Fraction=47.8% Gflops=8.154e+03
Column=000183936 Fraction=47.9% Gflops=8.154e+03
Column=000184320 Fraction=48.0% Gflops=8.154e+03
Column=000184704 Fraction=48.1% Gflops=8.154e+03
Column=000185088 Fraction=48.2% Gflops=8.154e+03
Column=000185472 Fraction=48.3% Gflops=8.154e+03
Column=000185856 Fraction=48.4% Gflops=8.154e+03
Column=000186240 Fraction=48.5% Gflops=8.154e+03
Column=000186624 Fraction=48.6% Gflops=8.154e+03
Column=000187008 Fraction=48.7% Gflops=8.154e+03
Column=000187392 Fraction=48.8% Gflops=8.154e+03
Column=000187776 Fraction=48.9% Gflops=8.154e+03
Column=000188160 Fraction=49.0% Gflops=8.154e+03
Column=000188544 Fraction=49.1% Gflops=8.154e+03
Column=000188928 Fraction=49.2% Gflops=8.154e+03
Column=000189312 Fraction=49.3% Gflops=8.154e+03
Column=000189696 Fraction=49.4% Gflops=8.154e+03
Column=000190080 Fraction=49.5% Gflops=8.154e+03
Column=000190464 Fraction=49.6% Gflops=8.153e+03
Column=000190848 Fraction=49.7% Gflops=8.153e+03
Column=000191232 Fraction=49.8% Gflops=8.153e+03
Column=000191616 Fraction=49.9% Gflops=8.153e+03
Column=000192000 Fraction=50.0% Gflops=8.153e+03
Column=000192384 Fraction=50.1% Gflops=8.153e+03
Column=000192768 Fraction=50.2% Gflops=8.153e+03
Column=000193152 Fraction=50.3% Gflops=8.153e+03
Column=000193536 Fraction=50.4% Gflops=8.153e+03
Column=000193920 Fraction=50.5% Gflops=8.153e+03
Column=000194304 Fraction=50.6% Gflops=8.153e+03
Column=000194688 Fraction=50.7% Gflops=8.153e+03
Column=000195072 Fraction=50.8% Gflops=8.153e+03
Column=000195456 Fraction=50.9% Gflops=8.153e+03
Column=000195840 Fraction=51.0% Gflops=8.153e+03
Column=000196224 Fraction=51.1% Gflops=8.153e+03
Column=000196608 Fraction=51.2% Gflops=8.152e+03
Column=000196992 Fraction=51.3% Gflops=8.152e+03
Column=000197376 Fraction=51.4% Gflops=8.152e+03
Column=000197760 Fraction=51.5% Gflops=8.152e+03
Column=000198144 Fraction=51.6% Gflops=8.152e+03
Column=000198528 Fraction=51.7% Gflops=8.152e+03
Column=000198912 Fraction=51.8% Gflops=8.152e+03
Column=000199296 Fraction=51.9% Gflops=8.152e+03
Column=000199680 Fraction=52.0% Gflops=8.152e+03
Column=000200064 Fraction=52.1% Gflops=8.152e+03
Column=000200448 Fraction=52.2% Gflops=8.152e+03
Column=000200832 Fraction=52.3% Gflops=8.152e+03
Column=000201216 Fraction=52.4% Gflops=8.152e+03
Column=000201600 Fraction=52.5% Gflops=8.151e+03
Column=000201984 Fraction=52.6% Gflops=8.151e+03
Column=000202368 Fraction=52.7% Gflops=8.151e+03
Column=000202752 Fraction=52.8% Gflops=8.151e+03
Column=000203136 Fraction=52.9% Gflops=8.151e+03
Column=000203520 Fraction=53.0% Gflops=8.151e+03
Column=000203904 Fraction=53.1% Gflops=8.151e+03
Column=000204288 Fraction=53.2% Gflops=8.151e+03
Column=000204672 Fraction=53.3% Gflops=8.151e+03
Column=000205056 Fraction=53.4% Gflops=8.151e+03
Column=000205440 Fraction=53.5% Gflops=8.151e+03
Column=000205824 Fraction=53.6% Gflops=8.151e+03
Column=000206208 Fraction=53.7% Gflops=8.151e+03
Column=000206592 Fraction=53.8% Gflops=8.151e+03
Column=000206976 Fraction=53.9% Gflops=8.151e+03
Column=000207360 Fraction=54.0% Gflops=8.151e+03
Column=000207744 Fraction=54.1% Gflops=8.151e+03
Column=000208128 Fraction=54.2% Gflops=8.150e+03
Column=000208512 Fraction=54.3% Gflops=8.150e+03
Column=000208896 Fraction=54.4% Gflops=8.150e+03
Column=000209280 Fraction=54.5% Gflops=8.150e+03
Column=000209664 Fraction=54.6% Gflops=8.150e+03
Column=000210048 Fraction=54.7% Gflops=8.150e+03
Column=000210432 Fraction=54.8% Gflops=8.150e+03
Column=000210816 Fraction=54.9% Gflops=8.150e+03
Column=000211200 Fraction=55.0% Gflops=8.150e+03
Column=000211584 Fraction=55.1% Gflops=8.150e+03
Column=000211968 Fraction=55.2% Gflops=8.150e+03
Column=000212352 Fraction=55.3% Gflops=8.150e+03
Column=000212736 Fraction=55.4% Gflops=8.150e+03
Column=000213120 Fraction=55.5% Gflops=8.150e+03
Column=000213504 Fraction=55.6% Gflops=8.149e+03
Column=000213888 Fraction=55.7% Gflops=8.149e+03
Column=000214272 Fraction=55.8% Gflops=8.149e+03
Column=000214656 Fraction=55.9% Gflops=8.149e+03
Column=000215040 Fraction=56.0% Gflops=8.149e+03
Column=000215424 Fraction=56.1% Gflops=8.149e+03
Column=000215808 Fraction=56.2% Gflops=8.149e+03
Column=000216192 Fraction=56.3% Gflops=8.149e+03
Column=000216576 Fraction=56.4% Gflops=8.149e+03
Column=000216960 Fraction=56.5% Gflops=8.149e+03
Column=000217344 Fraction=56.6% Gflops=8.149e+03
Column=000217728 Fraction=56.7% Gflops=8.149e+03
Column=000218112 Fraction=56.8% Gflops=8.149e+03
Column=000218496 Fraction=56.9% Gflops=8.149e+03
Column=000218880 Fraction=57.0% Gflops=8.149e+03
Column=000219264 Fraction=57.1% Gflops=8.149e+03
Column=000219648 Fraction=57.2% Gflops=8.149e+03
Column=000220032 Fraction=57.3% Gflops=8.149e+03
Column=000220416 Fraction=57.4% Gflops=8.149e+03
Column=000220800 Fraction=57.5% Gflops=8.149e+03
Column=000221184 Fraction=57.6% Gflops=8.149e+03
Column=000221568 Fraction=57.7% Gflops=8.149e+03
Column=000221952 Fraction=57.8% Gflops=8.149e+03
Column=000222336 Fraction=57.9% Gflops=8.149e+03
Column=000222720 Fraction=58.0% Gflops=8.148e+03
Column=000223104 Fraction=58.1% Gflops=8.148e+03
Column=000223488 Fraction=58.2% Gflops=8.148e+03
Column=000223872 Fraction=58.3% Gflops=8.148e+03
Column=000224256 Fraction=58.4% Gflops=8.148e+03
Column=000224640 Fraction=58.5% Gflops=8.148e+03
Column=000225024 Fraction=58.6% Gflops=8.148e+03
Column=000225408 Fraction=58.7% Gflops=8.148e+03
Column=000225792 Fraction=58.8% Gflops=8.148e+03
Column=000226176 Fraction=58.9% Gflops=8.148e+03
Column=000226560 Fraction=59.0% Gflops=8.148e+03
Column=000226944 Fraction=59.1% Gflops=8.148e+03
Column=000227328 Fraction=59.2% Gflops=8.148e+03
Column=000227712 Fraction=59.3% Gflops=8.148e+03
Column=000228096 Fraction=59.4% Gflops=8.148e+03
Column=000228480 Fraction=59.5% Gflops=8.148e+03
Column=000228864 Fraction=59.6% Gflops=8.148e+03
Column=000229248 Fraction=59.7% Gflops=8.148e+03
Column=000229632 Fraction=59.8% Gflops=8.148e+03
Column=000230016 Fraction=59.9% Gflops=8.148e+03
Column=000230400 Fraction=60.0% Gflops=8.148e+03
Column=000230784 Fraction=60.1% Gflops=8.148e+03
Column=000231168 Fraction=60.2% Gflops=8.147e+03
Column=000231552 Fraction=60.3% Gflops=8.147e+03
Column=000231936 Fraction=60.4% Gflops=8.147e+03
Column=000232320 Fraction=60.5% Gflops=8.147e+03
Column=000232704 Fraction=60.6% Gflops=8.147e+03
Column=000233088 Fraction=60.7% Gflops=8.147e+03
Column=000233472 Fraction=60.8% Gflops=8.147e+03
Column=000233856 Fraction=60.9% Gflops=8.147e+03
Column=000234240 Fraction=61.0% Gflops=8.147e+03
Column=000234624 Fraction=61.1% Gflops=8.147e+03
Column=000235008 Fraction=61.2% Gflops=8.147e+03
Column=000235392 Fraction=61.3% Gflops=8.147e+03
Column=000235776 Fraction=61.4% Gflops=8.147e+03
Column=000236160 Fraction=61.5% Gflops=8.147e+03
Column=000236544 Fraction=61.6% Gflops=8.147e+03
Column=000236928 Fraction=61.7% Gflops=8.147e+03
Column=000237312 Fraction=61.8% Gflops=8.147e+03
Column=000237696 Fraction=61.9% Gflops=8.146e+03
Column=000238080 Fraction=62.0% Gflops=8.146e+03
Column=000238464 Fraction=62.1% Gflops=8.146e+03
Column=000238848 Fraction=62.2% Gflops=8.146e+03
Column=000239232 Fraction=62.3% Gflops=8.146e+03
Column=000239616 Fraction=62.4% Gflops=8.146e+03
Column=000240000 Fraction=62.5% Gflops=8.146e+03
Column=000240384 Fraction=62.6% Gflops=8.146e+03
Column=000240768 Fraction=62.7% Gflops=8.146e+03
Column=000241152 Fraction=62.8% Gflops=8.146e+03
Column=000241536 Fraction=62.9% Gflops=8.146e+03
Column=000241920 Fraction=63.0% Gflops=8.146e+03
Column=000242304 Fraction=63.1% Gflops=8.146e+03
Column=000242688 Fraction=63.2% Gflops=8.146e+03
Column=000243072 Fraction=63.3% Gflops=8.146e+03
Column=000243456 Fraction=63.4% Gflops=8.146e+03
Column=000243840 Fraction=63.5% Gflops=8.146e+03
Column=000244224 Fraction=63.6% Gflops=8.146e+03
Column=000244608 Fraction=63.7% Gflops=8.146e+03
Column=000244992 Fraction=63.8% Gflops=8.146e+03
Column=000245376 Fraction=63.9% Gflops=8.146e+03
Column=000245760 Fraction=64.0% Gflops=8.145e+03
Column=000246144 Fraction=64.1% Gflops=8.145e+03
Column=000246528 Fraction=64.2% Gflops=8.145e+03
Column=000246912 Fraction=64.3% Gflops=8.145e+03
Column=000247296 Fraction=64.4% Gflops=8.145e+03
Column=000247680 Fraction=64.5% Gflops=8.145e+03
Column=000248064 Fraction=64.6% Gflops=8.145e+03
Column=000248448 Fraction=64.7% Gflops=8.145e+03
Column=000248832 Fraction=64.8% Gflops=8.145e+03
Column=000249216 Fraction=64.9% Gflops=8.145e+03
Column=000249600 Fraction=65.0% Gflops=8.145e+03
Column=000249984 Fraction=65.1% Gflops=8.145e+03
Column=000250368 Fraction=65.2% Gflops=8.145e+03
Column=000250752 Fraction=65.3% Gflops=8.145e+03
Column=000251136 Fraction=65.4% Gflops=8.145e+03
Column=000251520 Fraction=65.5% Gflops=8.145e+03
Column=000251904 Fraction=65.6% Gflops=8.144e+03
Column=000252288 Fraction=65.7% Gflops=8.144e+03
Column=000252672 Fraction=65.8% Gflops=8.144e+03
Column=000253056 Fraction=65.9% Gflops=8.144e+03
Column=000253440 Fraction=66.0% Gflops=8.144e+03
Column=000253824 Fraction=66.1% Gflops=8.144e+03
Column=000254208 Fraction=66.2% Gflops=8.144e+03
Column=000254592 Fraction=66.3% Gflops=8.144e+03
Column=000254976 Fraction=66.4% Gflops=8.144e+03
Column=000255360 Fraction=66.5% Gflops=8.144e+03
Column=000255744 Fraction=66.6% Gflops=8.144e+03
Column=000256128 Fraction=66.7% Gflops=8.144e+03
Column=000256512 Fraction=66.8% Gflops=8.144e+03
Column=000256896 Fraction=66.9% Gflops=8.144e+03
Column=000257280 Fraction=67.0% Gflops=8.144e+03
Column=000257664 Fraction=67.1% Gflops=8.144e+03
Column=000258048 Fraction=67.2% Gflops=8.144e+03
Column=000258432 Fraction=67.3% Gflops=8.144e+03
Column=000258816 Fraction=67.4% Gflops=8.143e+03
Column=000259200 Fraction=67.5% Gflops=8.143e+03
Column=000259584 Fraction=67.6% Gflops=8.143e+03
Column=000259968 Fraction=67.7% Gflops=8.143e+03
Column=000260352 Fraction=67.8% Gflops=8.143e+03
Column=000260736 Fraction=67.9% Gflops=8.143e+03
Column=000261120 Fraction=68.0% Gflops=8.143e+03
Column=000261504 Fraction=68.1% Gflops=8.143e+03
Column=000261888 Fraction=68.2% Gflops=8.143e+03
Column=000262272 Fraction=68.3% Gflops=8.143e+03
Column=000262656 Fraction=68.4% Gflops=8.143e+03
Column=000263040 Fraction=68.5% Gflops=8.143e+03
Column=000263424 Fraction=68.6% Gflops=8.143e+03
Column=000263808 Fraction=68.7% Gflops=8.143e+03
Column=000264192 Fraction=68.8% Gflops=8.143e+03
Column=000264576 Fraction=68.9% Gflops=8.143e+03
Column=000264960 Fraction=69.0% Gflops=8.143e+03
Column=000265344 Fraction=69.1% Gflops=8.142e+03
Column=000265728 Fraction=69.2% Gflops=8.142e+03
Column=000266112 Fraction=69.3% Gflops=8.142e+03
Column=000266496 Fraction=69.4% Gflops=8.142e+03
Column=000266880 Fraction=69.5% Gflops=8.142e+03
Column=000267264 Fraction=69.6% Gflops=8.142e+03
Column=000267648 Fraction=69.7% Gflops=8.142e+03
Column=000268032 Fraction=69.8% Gflops=8.142e+03
Column=000268416 Fraction=69.9% Gflops=8.142e+03
Column=000268800 Fraction=70.0% Gflops=8.142e+03
Column=000269184 Fraction=70.1% Gflops=8.142e+03
Column=000269568 Fraction=70.2% Gflops=8.142e+03
Column=000269952 Fraction=70.3% Gflops=8.142e+03
Column=000270336 Fraction=70.4% Gflops=8.142e+03
Column=000270720 Fraction=70.5% Gflops=8.142e+03
Column=000271104 Fraction=70.6% Gflops=8.141e+03
Column=000271488 Fraction=70.7% Gflops=8.141e+03
Column=000271872 Fraction=70.8% Gflops=8.141e+03
Column=000272256 Fraction=70.9% Gflops=8.141e+03
Column=000272640 Fraction=71.0% Gflops=8.141e+03
Column=000273024 Fraction=71.1% Gflops=8.141e+03
Column=000273408 Fraction=71.2% Gflops=8.141e+03
Column=000273792 Fraction=71.3% Gflops=8.141e+03
Column=000274176 Fraction=71.4% Gflops=8.141e+03
Column=000274560 Fraction=71.5% Gflops=8.141e+03
Column=000274944 Fraction=71.6% Gflops=8.141e+03
Column=000275328 Fraction=71.7% Gflops=8.141e+03
Column=000275712 Fraction=71.8% Gflops=8.141e+03
Column=000276096 Fraction=71.9% Gflops=8.141e+03
Column=000276480 Fraction=72.0% Gflops=8.141e+03
Column=000276864 Fraction=72.1% Gflops=8.141e+03
Column=000277248 Fraction=72.2% Gflops=8.141e+03
Column=000277632 Fraction=72.3% Gflops=8.140e+03
Column=000278016 Fraction=72.4% Gflops=8.140e+03
Column=000278400 Fraction=72.5% Gflops=8.140e+03
Column=000278784 Fraction=72.6% Gflops=8.140e+03
Column=000279168 Fraction=72.7% Gflops=8.140e+03
Column=000279552 Fraction=72.8% Gflops=8.140e+03
Column=000279936 Fraction=72.9% Gflops=8.140e+03
Column=000280320 Fraction=73.0% Gflops=8.140e+03
Column=000280704 Fraction=73.1% Gflops=8.140e+03
Column=000281088 Fraction=73.2% Gflops=8.140e+03
Column=000281472 Fraction=73.3% Gflops=8.140e+03
Column=000281856 Fraction=73.4% Gflops=8.140e+03
Column=000282240 Fraction=73.5% Gflops=8.140e+03
Column=000282624 Fraction=73.6% Gflops=8.140e+03
Column=000283008 Fraction=73.7% Gflops=8.140e+03
Column=000283392 Fraction=73.8% Gflops=8.140e+03
Column=000283776 Fraction=73.9% Gflops=8.140e+03
Column=000284160 Fraction=74.0% Gflops=8.140e+03
Column=000284544 Fraction=74.1% Gflops=8.140e+03
Column=000284928 Fraction=74.2% Gflops=8.139e+03
Column=000285312 Fraction=74.3% Gflops=8.139e+03
Column=000285696 Fraction=74.4% Gflops=8.139e+03
Column=000286080 Fraction=74.5% Gflops=8.139e+03
Column=000286464 Fraction=74.6% Gflops=8.139e+03
Column=000286848 Fraction=74.7% Gflops=8.139e+03
Column=000287232 Fraction=74.8% Gflops=8.139e+03
Column=000287616 Fraction=74.9% Gflops=8.139e+03
Column=000288000 Fraction=75.0% Gflops=8.139e+03
Column=000288384 Fraction=75.1% Gflops=8.139e+03
Column=000288768 Fraction=75.2% Gflops=8.139e+03
Column=000289152 Fraction=75.3% Gflops=8.139e+03
Column=000289536 Fraction=75.4% Gflops=8.139e+03
Column=000289920 Fraction=75.5% Gflops=8.139e+03
Column=000290304 Fraction=75.6% Gflops=8.139e+03
Column=000290688 Fraction=75.7% Gflops=8.138e+03
Column=000291072 Fraction=75.8% Gflops=8.138e+03
Column=000291456 Fraction=75.9% Gflops=8.138e+03
Column=000291840 Fraction=76.0% Gflops=8.138e+03
Column=000292224 Fraction=76.1% Gflops=8.138e+03
Column=000292608 Fraction=76.2% Gflops=8.138e+03
Column=000292992 Fraction=76.3% Gflops=8.138e+03
Column=000293376 Fraction=76.4% Gflops=8.138e+03
Column=000293760 Fraction=76.5% Gflops=8.138e+03
Column=000294144 Fraction=76.6% Gflops=8.138e+03
Column=000294528 Fraction=76.7% Gflops=8.138e+03
Column=000294912 Fraction=76.8% Gflops=8.138e+03
Column=000295296 Fraction=76.9% Gflops=8.138e+03
Column=000295680 Fraction=77.0% Gflops=8.137e+03
Column=000296064 Fraction=77.1% Gflops=8.137e+03
Column=000296448 Fraction=77.2% Gflops=8.137e+03
Column=000296832 Fraction=77.3% Gflops=8.137e+03
Column=000297216 Fraction=77.4% Gflops=8.137e+03
Column=000297600 Fraction=77.5% Gflops=8.137e+03
Column=000297984 Fraction=77.6% Gflops=8.137e+03
Column=000298368 Fraction=77.7% Gflops=8.137e+03
Column=000298752 Fraction=77.8% Gflops=8.137e+03
Column=000299136 Fraction=77.9% Gflops=8.137e+03
Column=000299520 Fraction=78.0% Gflops=8.137e+03
Column=000299904 Fraction=78.1% Gflops=8.137e+03
Column=000300288 Fraction=78.2% Gflops=8.137e+03
Column=000300672 Fraction=78.3% Gflops=8.137e+03
Column=000301056 Fraction=78.4% Gflops=8.137e+03
Column=000301440 Fraction=78.5% Gflops=8.137e+03
Column=000301824 Fraction=78.6% Gflops=8.137e+03
Column=000302208 Fraction=78.7% Gflops=8.136e+03
Column=000302592 Fraction=78.8% Gflops=8.136e+03
Column=000302976 Fraction=78.9% Gflops=8.136e+03
Column=000303360 Fraction=79.0% Gflops=8.136e+03
Column=000303744 Fraction=79.1% Gflops=8.136e+03
Column=000304128 Fraction=79.2% Gflops=8.136e+03
Column=000304512 Fraction=79.3% Gflops=8.136e+03
Column=000304896 Fraction=79.4% Gflops=8.136e+03
Column=000305280 Fraction=79.5% Gflops=8.136e+03
Column=000305664 Fraction=79.6% Gflops=8.136e+03
Column=000306048 Fraction=79.7% Gflops=8.136e+03
Column=000306432 Fraction=79.8% Gflops=8.136e+03
Column=000306816 Fraction=79.9% Gflops=8.136e+03
Column=000307200 Fraction=80.0% Gflops=8.136e+03
Column=000307584 Fraction=80.1% Gflops=8.136e+03
Column=000307968 Fraction=80.2% Gflops=8.136e+03
Column=000308352 Fraction=80.3% Gflops=8.136e+03
Column=000308736 Fraction=80.4% Gflops=8.136e+03
Column=000309120 Fraction=80.5% Gflops=8.135e+03
Column=000309504 Fraction=80.6% Gflops=8.135e+03
Column=000309888 Fraction=80.7% Gflops=8.135e+03
Column=000310272 Fraction=80.8% Gflops=8.135e+03
Column=000310656 Fraction=80.9% Gflops=8.135e+03
Column=000311040 Fraction=81.0% Gflops=8.135e+03
Column=000311424 Fraction=81.1% Gflops=8.135e+03
Column=000311808 Fraction=81.2% Gflops=8.135e+03
Column=000312192 Fraction=81.3% Gflops=8.135e+03
Column=000312576 Fraction=81.4% Gflops=8.135e+03
Column=000312960 Fraction=81.5% Gflops=8.135e+03
Column=000313344 Fraction=81.6% Gflops=8.135e+03
Column=000313728 Fraction=81.7% Gflops=8.135e+03
Column=000314112 Fraction=81.8% Gflops=8.135e+03
Column=000314496 Fraction=81.9% Gflops=8.135e+03
Column=000314880 Fraction=82.0% Gflops=8.135e+03
Column=000315264 Fraction=82.1% Gflops=8.135e+03
Column=000315648 Fraction=82.2% Gflops=8.135e+03
Column=000316032 Fraction=82.3% Gflops=8.135e+03
Column=000316416 Fraction=82.4% Gflops=8.134e+03
Column=000316800 Fraction=82.5% Gflops=8.134e+03
Column=000317184 Fraction=82.6% Gflops=8.134e+03
Column=000317568 Fraction=82.7% Gflops=8.134e+03
Column=000317952 Fraction=82.8% Gflops=8.134e+03
Column=000318336 Fraction=82.9% Gflops=8.134e+03
Column=000318720 Fraction=83.0% Gflops=8.134e+03
Column=000319104 Fraction=83.1% Gflops=8.134e+03
Column=000319488 Fraction=83.2% Gflops=8.134e+03
Column=000319872 Fraction=83.3% Gflops=8.134e+03
Column=000320256 Fraction=83.4% Gflops=8.134e+03
Column=000320640 Fraction=83.5% Gflops=8.134e+03
Column=000321024 Fraction=83.6% Gflops=8.134e+03
Column=000321408 Fraction=83.7% Gflops=8.134e+03
Column=000321792 Fraction=83.8% Gflops=8.134e+03
Column=000322176 Fraction=83.9% Gflops=8.134e+03
Column=000322560 Fraction=84.0% Gflops=8.134e+03
Column=000322944 Fraction=84.1% Gflops=8.134e+03
Column=000323328 Fraction=84.2% Gflops=8.134e+03
Column=000323712 Fraction=84.3% Gflops=8.134e+03
Column=000324096 Fraction=84.4% Gflops=8.134e+03
Column=000324480 Fraction=84.5% Gflops=8.134e+03
Column=000324864 Fraction=84.6% Gflops=8.134e+03
Column=000325248 Fraction=84.7% Gflops=8.133e+03
Column=000325632 Fraction=84.8% Gflops=8.133e+03
Column=000326016 Fraction=84.9% Gflops=8.133e+03
Column=000326400 Fraction=85.0% Gflops=8.133e+03
Column=000326784 Fraction=85.1% Gflops=8.133e+03
Column=000327168 Fraction=85.2% Gflops=8.133e+03
Column=000327552 Fraction=85.3% Gflops=8.133e+03
Column=000327936 Fraction=85.4% Gflops=8.133e+03
Column=000328320 Fraction=85.5% Gflops=8.133e+03
Column=000328704 Fraction=85.6% Gflops=8.133e+03
Column=000329088 Fraction=85.7% Gflops=8.133e+03
Column=000329472 Fraction=85.8% Gflops=8.133e+03
Column=000329856 Fraction=85.9% Gflops=8.133e+03
Column=000330240 Fraction=86.0% Gflops=8.133e+03
Column=000330624 Fraction=86.1% Gflops=8.133e+03
Column=000331008 Fraction=86.2% Gflops=8.133e+03
Column=000331392 Fraction=86.3% Gflops=8.133e+03
Column=000331776 Fraction=86.4% Gflops=8.133e+03
Column=000332160 Fraction=86.5% Gflops=8.133e+03
Column=000332544 Fraction=86.6% Gflops=8.133e+03
Column=000332928 Fraction=86.7% Gflops=8.133e+03
Column=000333312 Fraction=86.8% Gflops=8.133e+03
Column=000333696 Fraction=86.9% Gflops=8.132e+03
Column=000334080 Fraction=87.0% Gflops=8.132e+03
Column=000334464 Fraction=87.1% Gflops=8.132e+03
Column=000334848 Fraction=87.2% Gflops=8.132e+03
Column=000335232 Fraction=87.3% Gflops=8.132e+03
Column=000335616 Fraction=87.4% Gflops=8.132e+03
Column=000336000 Fraction=87.5% Gflops=8.132e+03
Column=000336384 Fraction=87.6% Gflops=8.132e+03
Column=000336768 Fraction=87.7% Gflops=8.132e+03
Column=000337152 Fraction=87.8% Gflops=8.132e+03
Column=000337536 Fraction=87.9% Gflops=8.132e+03
Column=000337920 Fraction=88.0% Gflops=8.132e+03
Column=000338304 Fraction=88.1% Gflops=8.132e+03
Column=000338688 Fraction=88.2% Gflops=8.132e+03
Column=000339072 Fraction=88.3% Gflops=8.132e+03
Column=000339456 Fraction=88.4% Gflops=8.132e+03
Column=000339840 Fraction=88.5% Gflops=8.132e+03
Column=000340224 Fraction=88.6% Gflops=8.132e+03
Column=000340608 Fraction=88.7% Gflops=8.132e+03
Column=000340992 Fraction=88.8% Gflops=8.132e+03
Column=000341376 Fraction=88.9% Gflops=8.132e+03
Column=000341760 Fraction=89.0% Gflops=8.132e+03
Column=000342144 Fraction=89.1% Gflops=8.132e+03
Column=000342528 Fraction=89.2% Gflops=8.131e+03
Column=000342912 Fraction=89.3% Gflops=8.131e+03
Column=000343296 Fraction=89.4% Gflops=8.131e+03
Column=000343680 Fraction=89.5% Gflops=8.131e+03
Column=000344064 Fraction=89.6% Gflops=8.131e+03
Column=000344448 Fraction=89.7% Gflops=8.131e+03
Column=000344832 Fraction=89.8% Gflops=8.131e+03
Column=000345216 Fraction=89.9% Gflops=8.131e+03
Column=000345600 Fraction=90.0% Gflops=8.131e+03
Column=000345984 Fraction=90.1% Gflops=8.131e+03
Column=000346368 Fraction=90.2% Gflops=8.131e+03
Column=000346752 Fraction=90.3% Gflops=8.131e+03
Column=000347136 Fraction=90.4% Gflops=8.131e+03
Column=000347520 Fraction=90.5% Gflops=8.131e+03
Column=000347904 Fraction=90.6% Gflops=8.131e+03
Column=000348288 Fraction=90.7% Gflops=8.131e+03
Column=000348672 Fraction=90.8% Gflops=8.131e+03
Column=000349056 Fraction=90.9% Gflops=8.131e+03
Column=000349440 Fraction=91.0% Gflops=8.131e+03
Column=000349824 Fraction=91.1% Gflops=8.131e+03
Column=000350208 Fraction=91.2% Gflops=8.131e+03
Column=000350592 Fraction=91.3% Gflops=8.131e+03
Column=000350976 Fraction=91.4% Gflops=8.131e+03
Column=000351360 Fraction=91.5% Gflops=8.131e+03
Column=000351744 Fraction=91.6% Gflops=8.130e+03
Column=000352128 Fraction=91.7% Gflops=8.130e+03
Column=000352512 Fraction=91.8% Gflops=8.130e+03
Column=000352896 Fraction=91.9% Gflops=8.130e+03
Column=000353280 Fraction=92.0% Gflops=8.130e+03
Column=000353664 Fraction=92.1% Gflops=8.130e+03
Column=000354048 Fraction=92.2% Gflops=8.130e+03
Column=000354432 Fraction=92.3% Gflops=8.130e+03
Column=000354816 Fraction=92.4% Gflops=8.130e+03
Column=000355200 Fraction=92.5% Gflops=8.130e+03
Column=000355584 Fraction=92.6% Gflops=8.130e+03
Column=000355968 Fraction=92.7% Gflops=8.130e+03
Column=000356352 Fraction=92.8% Gflops=8.130e+03
Column=000356736 Fraction=92.9% Gflops=8.130e+03
Column=000357120 Fraction=93.0% Gflops=8.130e+03
Column=000357504 Fraction=93.1% Gflops=8.130e+03
Column=000357888 Fraction=93.2% Gflops=8.130e+03
Column=000358272 Fraction=93.3% Gflops=8.130e+03
Column=000358656 Fraction=93.4% Gflops=8.130e+03
Column=000359040 Fraction=93.5% Gflops=8.130e+03
Column=000359424 Fraction=93.6% Gflops=8.130e+03
Column=000359808 Fraction=93.7% Gflops=8.130e+03
Column=000360192 Fraction=93.8% Gflops=8.130e+03
Column=000360576 Fraction=93.9% Gflops=8.130e+03
Column=000360960 Fraction=94.0% Gflops=8.130e+03
Column=000361344 Fraction=94.1% Gflops=8.130e+03
Column=000361728 Fraction=94.2% Gflops=8.130e+03
Column=000362112 Fraction=94.3% Gflops=8.130e+03
Column=000362496 Fraction=94.4% Gflops=8.130e+03
Column=000362880 Fraction=94.5% Gflops=8.129e+03
Column=000363264 Fraction=94.6% Gflops=8.129e+03
Column=000363648 Fraction=94.7% Gflops=8.129e+03
Column=000364032 Fraction=94.8% Gflops=8.129e+03
Column=000364416 Fraction=94.9% Gflops=8.129e+03
Column=000364800 Fraction=95.0% Gflops=8.129e+03
Column=000365184 Fraction=95.1% Gflops=8.129e+03
Column=000365568 Fraction=95.2% Gflops=8.129e+03
Column=000365952 Fraction=95.3% Gflops=8.129e+03
Column=000366336 Fraction=95.4% Gflops=8.129e+03
Column=000366720 Fraction=95.5% Gflops=8.129e+03
Column=000367104 Fraction=95.6% Gflops=8.129e+03
Column=000367488 Fraction=95.7% Gflops=8.129e+03
Column=000367872 Fraction=95.8% Gflops=8.129e+03
Column=000368256 Fraction=95.9% Gflops=8.129e+03
Column=000368640 Fraction=96.0% Gflops=8.129e+03
Column=000369024 Fraction=96.1% Gflops=8.129e+03
Column=000369408 Fraction=96.2% Gflops=8.129e+03
Column=000369792 Fraction=96.3% Gflops=8.129e+03
Column=000370176 Fraction=96.4% Gflops=8.129e+03
Column=000370560 Fraction=96.5% Gflops=8.129e+03
Column=000370944 Fraction=96.6% Gflops=8.129e+03
Column=000371328 Fraction=96.7% Gflops=8.129e+03
Column=000371712 Fraction=96.8% Gflops=8.129e+03
Column=000372096 Fraction=96.9% Gflops=8.129e+03
Column=000372480 Fraction=97.0% Gflops=8.129e+03
Column=000372864 Fraction=97.1% Gflops=8.129e+03
Column=000373248 Fraction=97.2% Gflops=8.129e+03
Column=000373632 Fraction=97.3% Gflops=8.129e+03
Column=000374016 Fraction=97.4% Gflops=8.129e+03
Column=000374400 Fraction=97.5% Gflops=8.129e+03
Column=000374784 Fraction=97.6% Gflops=8.129e+03
Column=000375168 Fraction=97.7% Gflops=8.128e+03
Column=000375552 Fraction=97.8% Gflops=8.128e+03
Column=000375936 Fraction=97.9% Gflops=8.128e+03
Column=000376320 Fraction=98.0% Gflops=8.128e+03
Column=000376704 Fraction=98.1% Gflops=8.128e+03
Column=000377088 Fraction=98.2% Gflops=8.128e+03
Column=000377472 Fraction=98.3% Gflops=8.128e+03
Column=000377856 Fraction=98.4% Gflops=8.128e+03
Column=000378240 Fraction=98.5% Gflops=8.128e+03
Column=000378624 Fraction=98.6% Gflops=8.128e+03
Column=000379008 Fraction=98.7% Gflops=8.128e+03
Column=000379392 Fraction=98.8% Gflops=8.128e+03
Column=000379776 Fraction=98.9% Gflops=8.128e+03
Column=000380160 Fraction=99.0% Gflops=8.128e+03
Column=000380544 Fraction=99.1% Gflops=8.128e+03
Column=000380928 Fraction=99.2% Gflops=8.128e+03
Column=000381312 Fraction=99.3% Gflops=8.128e+03
Column=000381696 Fraction=99.4% Gflops=8.128e+03
Column=000382080 Fraction=99.5% Gflops=8.128e+03
Column=000382464 Fraction=99.6% Gflops=8.128e+03
Column=000382848 Fraction=99.7% Gflops=8.128e+03
Column=000383232 Fraction=99.8% Gflops=8.128e+03
Column=000383616 Fraction=99.9% Gflops=8.128e+03
================================================================================
T/V N NB P Q Time Gflops
--------------------------------------------------------------------------------
WR0XR8C48 384000 384 1 2 4645.37 8.1261e+03
HPL_pdgesv() start time Fri Feb 3 16:33:45 2023
HPL_pdgesv() end time Fri Feb 3 17:51:10 2023
--------------------------------------------------------------------------------
||Ax-b||_oo/(eps*(||A||_oo*||x||_oo+||b||_oo)*N)= 4.12139792e-03 ...... PASSED
================================================================================
Finished 1 tests with the following results:
1 tests completed and passed residual checks,
0 tests completed and failed residual checks,
0 tests skipped because of illegal input values.
--------------------------------------------------------------------------------
End of Tests.
================================================================================
~
\ No newline at end of file
......@@ -11,14 +11,14 @@ HPCX_HOME ?= /opt/hpcx
CUDA_VER ?= $(shell nvcc --version | grep 'release' | awk '{print $$6}' | cut -c2- | cut -d '.' -f1-2)
ROCBLAS_BRANCH ?= rocm-$(shell dpkg -l | grep 'rocm-dev ' | awk '{print $$3}' | cut -d '.' -f1-3)
.PHONY: all cuda rocm common cuda_cutlass cuda_bandwidthTest cuda_nccl_tests cuda_perftest rocm_perftest fio rocm_rccl_tests rocm_rocblas rocm_bandwidthTest gpcnet cuda_gpuburn cpu_stream
.PHONY: all cuda rocm common cuda_cutlass cuda_bandwidthTest cuda_nccl_tests cuda_perftest rocm_perftest fio rocm_rccl_tests rocm_rocblas rocm_bandwidthTest gpcnet cuda_gpuburn cpu_stream cpu_hpl
# Build all targets.
all: cuda rocm
cuda: common cuda_cutlass cuda_bandwidthTest cuda_nccl_tests cuda_perftest gpcnet cuda_gpuburn
rocm: common rocm_perftest rocm_rccl_tests rocm_rocblas rocm_bandwidthTest
cpu: common cpu_perftest
common: fio cpu_stream
common: cpu_hpl cpu_stream fio
# Create $(SB_MICRO_PATH)/bin and $(SB_MICRO_PATH)/lib, no error if existing, make parent directories as needed.
sb_micro_path:
......@@ -116,7 +116,7 @@ gpcnet: sb_micro_path
cp -v ./GPCNET/network_test $(SB_MICRO_PATH)/bin/
cp -v ./GPCNET/network_load_test $(SB_MICRO_PATH)/bin/
#Build GPU burn from main branch (only branch that exists)
# Build GPU burn from main branch (only branch that exists)
cuda_gpuburn: sb_micro_path
ifneq (,$(wildcard gpu-burn/Makefile))
cd ./gpu-burn && make
......@@ -124,7 +124,23 @@ ifneq (,$(wildcard gpu-burn/Makefile))
cp -v ./gpu-burn/compare.ptx $(SB_MICRO_PATH)/bin/
endif
#Build stream from main branch (only branch that exists)
# Build HPL from main branch
cpu_hpl: sb_micro_path
ifneq (,$(wildcard hpl-tests/Makefile))
cd ./hpl-tests && \
wget https://netlib.org/benchmark/hpl/hpl-2.3.tar.gz && \
tar xzf hpl-2.3.tar.gz && \
cp Make.Linux_zen3 hpl-2.3 && \
cp Make.Linux_zen4 hpl-2.3 && \
make all
cp -v ./hpl-tests/hpl-2.3/bin/Linux_zen3/xhpl $(SB_MICRO_PATH)/bin/xhpl_z3
cp -v ./hpl-tests/hpl-2.3/bin/Linux_zen4/xhpl $(SB_MICRO_PATH)/bin/xhpl_z4
cp -v ./hpl-tests/hpl_run.sh $(SB_MICRO_PATH)/bin/
cp -v ./hpl-tests/bindmem.sh $(SB_MICRO_PATH)/bin/
cp -v ./hpl-tests/template_hpl.dat $(SB_MICRO_PATH)/bin/
endif
# Build STREAM
cpu_stream: sb_micro_path
ifneq (,$(wildcard stream-tests/Makefile))
cd ./stream-tests && \
......@@ -132,4 +148,3 @@ ifneq (,$(wildcard stream-tests/Makefile))
make all
cp -v ./stream-tests/stream*.exe $(SB_MICRO_PATH)/bin/
endif
# ######################################################################
# HPL Makefile for Zen3 build
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
# ######################################################################
#
# Shell path and command translations
#
SHELL = /bin/sh
#
CD = cd
CP = cp
LN_S = ln -fs
MKDIR = mkdir -p
RM = /bin/rm -f
TOUCH = touch
#
# Build Type
#
ARCH = $(arch)
#
#HPL Directory
#
TOPdir = ../../..
INCdir = $(TOPdir)/include
BINdir = $(TOPdir)/bin/$(ARCH)
LIBdir = $(TOPdir)/lib/$(ARCH)
#
HPLlib = $(LIBdir)/libhpl.a
#
# OPenMPI LIB
#
MPdir = $(omp)
MPinc = -I$(MPdir)/include
MPlib = $(MPdir)/lib/libmpi.so
#
# Add Bliss
#
LAdir = /opt/AMD/amd-blis
LAinc = -I$(LAdir)/lib/include
LAlib = $(LAdir)/lib/LP64/libblis-mt.so
#
# Fortran to C
#
Fort_C_FLAGS = -DAdd__ -DF77_INTEGER=int -DStringSunStyle
#
# HPL includes and libraries
#
HPL_INCLUDES = -I$(INCdir) -I$(INCdir)/$(ARCH) $(LAinc) $(MPinc)
HPL_LIBS = $(HPLlib) $(LAlib) $(MPlib) -lm
#
# Compilers and linker path + flags
#
HPL_DEFS = $(Fort_C_FLAGS) -DHPL_PROGRESS_REPORT $(HPL_INCLUDES)
CC = /opt/AMD/aocc-compiler-4.0.0/bin/clang
CCNOOPT = $(HPL_DEFS)
CCFLAGS = $(HPL_DEFS) -march=znver3 -fomit-frame-pointer -O3 -funroll-loops
LINKER = /opt/AMD/aocc-compiler-4.0.0/bin/clang
LINKFLAGS = $(CCFLAGS)
ARCHIVER = ar
ARFLAGS = r
RANLIB = echo
# ######################################################################
# HPL Makefile for Zen4 build
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
# ######################################################################
#
# Shell path and command translations
#
SHELL = /bin/sh
#
CD = cd
CP = cp
LN_S = ln -fs
MKDIR = mkdir -p
RM = /bin/rm -f
TOUCH = touch
#
# Build Type
#
ARCH = $(arch)
#
#HPL Directory
#
TOPdir = ../../..
INCdir = $(TOPdir)/include
BINdir = $(TOPdir)/bin/$(ARCH)
LIBdir = $(TOPdir)/lib/$(ARCH)
#
HPLlib = $(LIBdir)/libhpl.a
#
# OPenMPI LIB
#
MPdir = $(omp)
MPinc = -I$(MPdir)/include
MPlib = $(MPdir)/lib/libmpi.so
#
# Add Bliss
#
LAdir = /opt/AMD/amd-blis
LAinc = -I$(LAdir)/lib/include
LAlib = $(LAdir)/lib/LP64/libblis-mt.so
#
# Fortran to C
#
Fort_C_FLAGS = -DAdd__ -DF77_INTEGER=int -DStringSunStyle
#
# HPL includes and libraries
#
HPL_INCLUDES = -I$(INCdir) -I$(INCdir)/$(ARCH) $(LAinc) $(MPinc)
HPL_LIBS = $(HPLlib) $(LAlib) $(MPlib) -lm
#
# Compilers and linker path + flags
#
HPL_DEFS = $(Fort_C_FLAGS) -DHPL_PROGRESS_REPORT $(HPL_INCLUDES)
CC = /opt/AMD/aocc-compiler-4.0.0/bin/clang
CCNOOPT = $(HPL_DEFS)
CCFLAGS = $(HPL_DEFS) -march=znver4 -fomit-frame-pointer -O3 -funroll-loops
LINKER = /opt/AMD/aocc-compiler-4.0.0/bin/clang
LINKFLAGS = $(CCFLAGS)
ARCHIVER = ar
ARFLAGS = r
RANLIB = echo
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
all: ZEN3 ZEN4 CONFIGURE
CONFIGURE:
cp ./hpl-2.3/setup/Make.Linux_ATHLON_CBLAS ./hpl-2.3/Make.Linux_zen3
sed -i 's/.*ARCH .*=.*/ARCH =$$(arch)/' ./hpl-2.3/Make.Linux_zen3
sed -i 's/.*TOPdir .*=.*/TOPdir = ..\/..\/../' ./hpl-2.3/Make.Linux_zen3
sed -i 's/.*MPdir .*=.*/MPdir = $$(omp)/' ./hpl-2.3/Make.Linux_zen3
sed -i 's/.*MPinc .*=.*/MPinc = -I$$(MPdir)\/include/' ./hpl-2.3/Make.Linux_zen3
sed -i 's/.*MPlib .*=.*/MPlib = $$(MPdir)\/lib\/libmpi.so/' ./hpl-2.3/Make.Linux_zen3
sed -i 's/.*LAdir .*=.*/LAdir = \/opt\/AMD\/amd-blis/' ./hpl-2.3/Make.Linux_zen3
sed -i 's/LAinc .*=/LAinc = -I$$(LAdir)\/lib\/include/' ./hpl-2.3/Make.Linux_zen3
sed -i 's/.*LAlib .*=.*/LAlib = $$(LAdir)\/lib\/LP64\/libblis-mt.so/' ./hpl-2.3/Make.Linux_zen3
sed -i 's/.*CC .*=.*/CC = \/opt\/AMD\/aocc-compiler-4.0.0\/bin\/clang/' ./hpl-2.3/Make.Linux_zen3
sed -i 's/.*CCFLAGS .*=.*/CCFLAGS = $$(HPL_DEFS) -march=znver3 -fomit-frame-pointer -O3 -funroll-loops/' ./hpl-2.3/Make.Linux_zen3
sed -i 's/.*LINKER .*=.*/LINKER = \/opt\/AMD\/aocc-compiler-4.0.0\/bin\/clang/' ./hpl-2.3/Make.Linux_zen3
cp ./hpl-2.3/Make.Linux_zen3 ./hpl-2.3/Make.Linux_zen4
sed -i 's/.*CCFLAGS .*=.*/CCFLAGS = $$(HPL_DEFS) -march=znver4 -fomit-frame-pointer -O3 -funroll-loops/' ./hpl-2.3/Make.Linux_zen4
ZEN3: CONFIGURE
ifneq (,$(wildcard /opt/hpcx/ompi))
cd ./hpl-2.3 && \
make arch=Linux_zen3 omp=/opt/hpcx/ompi
else
cd ./hpl-2.3 && \
make arch=Linux_zen3 omp=/opt/ompi/
endif
ZEN4: CONFIGURE
ifneq (,$(wildcard /opt/hpcx/ompi))
cd ./hpl-2.3 && \
make arch=Linux_zen4 omp=/opt/hpcx/ompi
else
cd ./hpl-2.3 && \
make arch=Linux_zen4 omp=/opt/ompi/
endif
clean:
cd ./hpl-2.3 && \
make clean arch=Linux_zen3 &&\
make clean arch=Linux_zen4
#!/bin/bash
nodes=$(numactl --show | awk -F: '/^cpubind/ {print $2;}' | sed -e 's/^ //g' -e 's/ $//g' | tr ' ' ',')
exec numactl --interleave=${nodes} $@
#!/bin/bash
source /opt/hpcx/hpcx-init.sh
hpcx_load
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/opt/AMD/amd-blis/lib/LP64/:/opt/hpcx/ompi/lib/:/opt/AMD/aocc-compiler-4.0.0/lib/
# On the off chance OMPI_MCA is set to UCX-only, disable that
unset OMPI_MCA_osc
BIN_PATH="$(dirname "$0")"
XHPL_EXE=$1
NCORES=$2
NT=${NCORES}
NR=2
MAP_BY=socket
set -x
mpirun --allow-run-as-root --map-by ${MAP_BY}:PE=$NT -np $NR --bind-to core \
-x OMP_NUM_THREADS=$NT -x OMP_PROC_BIND=close -x OMP_PLACES=cores \
${BIN_PATH}/bindmem.sh ${BIN_PATH}/${XHPL_EXE}
HPLinpack benchmark input file
Innovative Computing Laboratory, University of Tennessee
HPL.out output file name (if any)
6 device out (6=stdout,7=stderr,file)
1 # of problems sizes (N)
problemSize Ns
blockCount # of NBs
blockSize # NBs
0 MAP process mapping (0=Row-,1=Column-major)
1 # of process grids (P x Q)
1 Ps
2 Qs
16.0 threshold
1 # of panel fact<
1 PFACTs (0=left, 1=Crout, 2=Right)
1 # of recursive stopping criterium
48 NBMINs (>= 1)
1 # of panels in recursion
8 NDIVs
1 # of recursive panel fact.
2 RFACTs (0=left, 1=Crout, 2=Right)
1 # of broadcast
7 BCASTs (0=1rg,1=1rM,2=2rg,3=2rM,4=Lng,5=LnM)
1 # of lookahead depth
0 DEPTHs (>=0)
2 SWAP (0=bin-exch,1=long,2=mix)
64 swapping threshold
0 L1 in (0=transposed,1=no-transposed) form
0 U in (0=transposed,1=no-transposed) form
1 Equilibration (0=no,1=yes)
8 memory alignment in double (> 0)
Markdown is supported
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment