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Fix #159 #324

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Fix #159 #324

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9 changes: 7 additions & 2 deletions models/custom_autotune.py
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Original file line number Diff line number Diff line change
Expand Up @@ -81,16 +81,21 @@ def run(self, *args, **kwargs):
# In my testing this gives decent results, and greatly reduces the amount of tuning required
if self.nearest_power_of_two:
key = tuple([2 ** int(math.log2(x) + 0.5) for x in key])

if key not in self.cache:
# prune configs
pruned_configs = self.prune_configs(kwargs)
bench_start = time.time()
timings = {config: self._bench(*args, config=config, **kwargs)
for config in pruned_configs}
temp = {}
for config in pruned_configs:
if isinstance(self._bench(*args, config=config, **kwargs), float) :
continue
temp[config] = {self._bench(*args, config=config, **kwargs)}
bench_end = time.time()
self.bench_time = bench_end - bench_start
self.cache[key] = builtins.min(timings, key=timings.get)

self.cache[key] = builtins.min(temp, key=timings.get)
self.hook(args)
self.configs_timings = timings
config = self.cache[key]
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