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	improved command line synth functionality
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				@ -22,7 +22,7 @@ export DRIVE ?= FLOP
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time := $(shell date +%F-%H-%M)
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hash := $(shell git rev-parse --short HEAD)
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export OUTPUTDIR := newRuns/$(DESIGN)_$(CONFIG)_$(TECH)nm_$(FREQ)_MHz_$(time)_$(TITLE)_$(hash)
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export OUTPUTDIR := runs/$(DESIGN)_$(CONFIG)_$(TECH)nm_$(FREQ)_MHz_$(time)_$(TITLE)_$(hash)
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export SAIFPOWER ?= 0
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CONFIGDIR ?= ${WALLY}/pipelined/config
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@ -7,10 +7,10 @@ import subprocess
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from matplotlib.cbook import flatten
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import matplotlib.pyplot as plt
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import matplotlib.lines as lines
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from wallySynth import testFreq
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import numpy as np
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from ppa.ppaAnalyze import noOutliers
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from matplotlib import ticker
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import argparse
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def synthsintocsv():
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@ -74,14 +74,13 @@ def synthsfromcsv(filename):
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            allSynths[i] = Synth(*allSynths[i])
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    return allSynths
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def freqPlot(tech, width, config):
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    ''' plots delay, area for syntheses with specified tech, module, width
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    '''
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    freqsL, delaysL, areasL = ([[], []] for i in range(3))
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    for oneSynth in allSynths:
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        if (width == oneSynth.width) & (config == oneSynth.config) & (tech == oneSynth.tech) & (oneSynth.special == ''):
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        if (width == oneSynth.width) & (config == oneSynth.config) & (tech == oneSynth.tech) & ('' == oneSynth.special):
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            ind = (1000/oneSynth.delay < oneSynth.freq) # when delay is within target clock period
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            freqsL[ind] += [oneSynth.freq]
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            delaysL[ind] += [oneSynth.delay]
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@ -124,74 +123,93 @@ def freqPlot(tech, width, config):
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    addFO4axis(fig, ax1, tech)
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    plt.savefig('./plots/wally/freqSweep_' + tech + '_' + width + config + '.png')
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    # plt.show()
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def areaDelay(tech, delays, areas, labels, fig, ax, norm=False):
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def areaDelay(tech, fig=None, ax=None, freq=None, width=None, config=None, norm=False):
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    delays, areas, labels = ([] for i in range(3))
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    plt.subplots_adjust(left=0.18)
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    for oneSynth in allSynths:
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        if (width==None) or (width == oneSynth.width):
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            if (tech == oneSynth.tech) & (freq == oneSynth.freq):
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                if (config == None) & (oneSynth.special == 'FPUoff'): #fix
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                    delays += [oneSynth.delay]
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                    areas += [oneSynth.area]
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                    labels += [oneSynth.width + oneSynth.config]
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                elif (config != None) & (oneSynth.config == config):
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                    delays += [oneSynth.delay]
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                    areas += [oneSynth.area]
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                    labels += [oneSynth.special]
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    if width == None:
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        width = ''
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    if (fig == None) or (ax == None):
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        fig, (ax) = plt.subplots(1, 1)
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        ax.ticklabel_format(useOffset=False, style='plain')
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        plt.subplots_adjust(left=0.18)
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    fo4 = techdict[tech].fo4
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    add32area = techdict[tech].add32area
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    marker = techdict[tech].shape
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    color = techdict[tech].color
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    if norm:
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        delays = [d/techdict[tech][0] for d in delays]
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        areas = [a/techdict[tech][1] for a in areas]
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        delays = [d/fo4 for d in delays]
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        areas = [a/add32area for a in areas]
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    plt.scatter(delays, areas)
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    plt.scatter(delays, areas, marker=marker, color=color)
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    plt.xlabel('Cycle time (ns)')
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    plt.ylabel('Area (sq microns)')
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    ytop = ax.get_ylim()[1]
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    plt.ylim(ymin=0, ymax=1.1*ytop)
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    titleStr = tech + ' ' + width
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    saveStr = tech + '_' + width
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    if config: 
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        titleStr += config
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        saveStr = saveStr + config + '_versions_'
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    if (config == None): 
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        saveStr = saveStr + '_origConfigs_'
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    saveStr += str(freq)
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    titleStr = titleStr
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    plt.title(titleStr)
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    ax.yaxis.set_major_formatter(ticker.StrMethodFormatter('{x:,.0f}'))
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    for i in range(len(labels)):
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        plt.annotate(labels[i], (delays[i], areas[i]), textcoords="offset points", xytext=(0,10), ha='center')
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    # addFO4axis(fig, ax1, tech)
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    plt.savefig('./plots/wally/areaDelay_' + saveStr + '.png')
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    return fig
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def plotFeatures(tech, width, config):
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    delays, areas, labels = ([] for i in range(3))
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    freq = techdict[tech].targfreq
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    for oneSynth in allSynths:
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        if (tech == oneSynth.tech) & (freq == oneSynth.freq):
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            if (oneSynth.config == config) & (width == oneSynth.width):
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                delays += [oneSynth.delay]
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                areas += [oneSynth.area]
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                labels += [oneSynth.special]
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    fig, (ax) = plt.subplots(1, 1)
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    fig = areaDelay(tech, delays, areas, labels, fig, ax)
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    titlestr = tech+'_'+width+config
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    plt.title(titlestr)
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    plt.savefig('./plots/wally/features_'+titlestr+'.png')
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def plotConfigs(tech, special=''):
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    delays, areas, labels = ([] for i in range(3))
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    freq = techdict[tech].targfreq
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    for oneSynth in allSynths:
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        if (tech == oneSynth.tech) & (freq == oneSynth.freq) & (oneSynth.special == special):
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                delays += [oneSynth.delay]
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                areas += [oneSynth.area]
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                labels += [oneSynth.width + oneSynth.config]
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    fig, (ax) = plt.subplots(1, 1)
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    fig = areaDelay(tech, delays, areas, labels, fig, ax)
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    titleStr = tech+'_'+special
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    plt.title(titleStr)
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    plt.savefig('./plots/wally/configs_' + titleStr + '.png')
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def normAreaDelay(special=''):
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    fig, (ax) = plt.subplots(1, 1)
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    fullLeg = []
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    for tech in list(techdict.keys()):
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        delays, areas, labels = ([] for i in range(3))
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        spec = techdict[tech]
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        freq = spec.targfreq
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        for oneSynth in allSynths:
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            if (tech == oneSynth.tech) & (freq == oneSynth.freq) & (oneSynth.special == special):
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                    delays += [oneSynth.delay]
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                    areas += [oneSynth.area]
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                    labels += [oneSynth.width + oneSynth.config]
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        areaDelay(tech, delays, areas, labels, fig, ax, norm=True)
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        fullLeg += [lines.Line2D([0], [0], markerfacecolor=spec.color, label=tech, marker=spec.shape, markersize=10, color='w')]
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def normAreaDelay():
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    fig2, (ax) = plt.subplots(1, 1)
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    areaDelay('sky90', fig=fig2, ax=ax, freq=testFreq[0], norm=True)
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    areaDelay('tsmc28', fig=fig2, ax=ax, freq=testFreq[1], norm=True)
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    ax.set_title('Normalized Area & Cycle Time by Configuration')
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    ax.set_xlabel('Cycle Time (FO4)')
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    ax.set_ylabel('Area (add32)')
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    fullLeg = [lines.Line2D([0], [0], color='royalblue', label='tsmc28')]
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    fullLeg += [lines.Line2D([0], [0], color='orange', label='sky90')]
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    ax.set_ylabel('Area (add32)')        
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    ax.legend(handles = fullLeg, loc='upper left')
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    plt.savefig('./plots/wally/normAreaDelay.png')
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def addFO4axis(fig, ax, tech):
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    fo4 = techdict[tech][0]
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    fo4 = techdict[tech].fo4
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    ax3 = fig.add_axes((0.125,0.14,0.775,0.0))
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    ax3.yaxis.set_visible(False) # hide the yaxis
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@ -215,15 +233,22 @@ def addFO4axis(fig, ax, tech):
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if __name__ == '__main__':
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    techdict = {'sky90': [43.2e-3, 1440.600027], 'tsmc28': [12.2e-3, 209.286002]}
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    parser = argparse.ArgumentParser()
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    parser.add_argument("-s", "--skyfreq", type=int, default=3000, help = "Target frequency used for sky90 syntheses")
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    parser.add_argument("-t", "--tsmcfreq", type=int, default=10000, help = "Target frequency used for tsmc28 syntheses")
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    args = parser.parse_args()
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    # synthsintocsv()
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    TechSpec = namedtuple("TechSpec", "color shape targfreq fo4 add32area add32lpower add32denergy")
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    techdict = {}
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    techdict['sky90'] = TechSpec('green', 'o', args.skyfreq, 43.2e-3, 1440.600027, 714.057, 0.658023)
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    techdict['tsmc28'] = TechSpec('blue', 's', args.tsmcfreq, 12.2e-3, 209.286002, 1060.0, .081533)
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    synthsintocsv()
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    synthsfromcsv('Summary.csv')
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    freqPlot('tsmc28', 'rv32', 'e')
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    freqPlot('sky90', 'rv32', 'e')
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    areaDelay('tsmc28', freq=testFreq[1], width= 'rv64', config='gc')
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    areaDelay('sky90', freq=testFreq[0], width='rv64', config='gc')
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    areaDelay('tsmc28', freq=testFreq[1])
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    areaDelay('sky90', freq=testFreq[0])
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    # normAreaDelay()
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    plotFeatures('sky90', 'rv64', 'gc')
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    plotFeatures('tsmc28', 'rv64', 'gc')
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    plotConfigs('sky90', special='orig')
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    plotConfigs('tsmc28', special='orig')
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    normAreaDelay(special='orig')
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@ -14,7 +14,7 @@ def mask(command):
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    subprocess.Popen(command, shell=True)
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def freshStart():
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    out = subprocess.check_output(['bash','-c', 'make clean'])
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    out = subprocess.check_output(['bash','-c', 'make fresh'])
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    for x in out.decode("utf-8").split('\n')[:-1]:
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        print(x)
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    return
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