pycachesim 0.1.3.2

Python Cache Hierarchy Simulator

A single-core cache hierarchy simulator written in python.

The goal is to accurately simulate the caching (allocation/hit/miss/replace/evict) behavior of all cache levels found in modern processors. It is developed as a backend to kerncraft, but is also planned to introduce a command line interface to replay LOAD/STORE instructions.

Current features:

• Inclusive cache hierarchies

• LRU, MRU, RR and FIFO policies supported

• Support for cache associativity

• Only write-allocate with write-back support

• Speed (core is implemented in C)

• Python 2.7+ and 3.4+ support, with no other dependencies

Planned features:

• Rules to define the interaction between cache levels (e.g., exclusive caches, copy-back,…)

• Support write-through architectures

• Report timeline of cache events

• Visualize events (html file?)

• More detailed store/evict handling (e.g., using dirty bits)

• (uncertain) instruction cache

License

pycachesim is licensed under AGPLv3.

Usage

from cachesim import CacheSimulator, Cache, MainMemory

cacheline_size = 64
l3 = Cache(20480, 16, cacheline_size, "LRU")  # 20MB 16-ways
l2 = Cache(512, 8, cacheline_size, "LRU", parent=l3)  # 256kB 8-ways
l1 = Cache(64, 8, cacheline_size, "LRU", parent=l2)  # 32kB 8-ways
mem = MainMemory(l3)
cs = CacheSimulator(l1, mem, write_allocate=True)

cs.load(2342)  # Loads one byte from address 2342, should be a miss in all cache-levels
cs.store(512, length=8)  # stores 8 bytes to addresses 512-519,
                                 # will also be a load miss (due to write-allocate)
cs.load(512, 520)  # Loads from address 512 until (exclusive) 520 (eight bytes)

print(list(cs.stats()))

This should return:

[{u'LOAD': 17L, u'MISS': 2L, u'HIT': 15L, u'STORE': 8L},
 {u'LOAD': 2L, u'MISS': 2L, u'HIT': 0L, u'STORE': 8L},
 {u'LOAD': 2L, u'MISS': 2L, u'HIT': 0L, u'STORE': 8L},
 {u'LOAD': 2L, u'MISS': 0L, u'HIT': 2L, u'STORE': 8L}]

Each dictionary refers to one memory-level, starting with L1 and ending with main memory. The 17 loads are the sum of all byte-wise access to the cache-hierarchy. 1 (from first load) +8 (from store with write-allocate) +8 (from second load) = 17.

The 15 hits, are for bytes which were cached already. The high number is due to the byte-wise operation of the interface, so 15 bytes were already present in cache. Internally the pycachesim operates on cache-lines, which all addresses get transformed to. Thus, the two misses throughout all cache-levels are actually two complete cache-lines and after the cache-line had been loaded the consecutive access to the same cache-line are handled as hits.

So: hits and loads in L1 are byte-wise, just like stores throughout all cache-levels. Every other statistical information are based on cache-lines.