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12 changes: 8 additions & 4 deletions fluid/resnet50.py
Original file line number Diff line number Diff line change
Expand Up @@ -170,12 +170,16 @@ def run_benchmark(model, args):

iter = 0
im_num = 0
start_time = time.time()
for pass_id in range(args.pass_num):
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Done

accuracy.reset(exe)
if iter == args.iterations:
break
iter = 0
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Is this modification right? What's the use of args.iterations ?

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I think it shoud be:
accuracy.reset(exe)
iter = 0
the args.iterations is used to limit the iterations in each pass, so it used in:
for batch_id, data in enumerate(train_reader()):

for batch_id, data in enumerate(train_reader()):
if iter == args.skip_batch_num:
if iter < args.skip_batch_num:
iter += 1
continue
if pass_id == 0:
start_time = time.time()
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@ranqiu92 ranqiu92 Jan 15, 2018

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For all batches in pass 0, this line will be executed. Is this what you want?

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modified

if iter == args.iterations:
break
Expand All @@ -195,9 +199,9 @@ def run_benchmark(model, args):
im_num += label.shape[0]

duration = time.time() - start_time
im_num = im_num - args.skip_batch_num * args.batch_size
#im_num = im_num - args.skip_batch_num * args.batch_size
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please delete the codes commented

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done

examples_per_sec = im_num / duration
sec_per_batch = duration / (iter - args.skip_batch_num)
sec_per_batch = duration / (iter - args.skip_batch_num) / args.pass_num

print('\nTotal examples: %d, total time: %.5f' % (im_num, duration))
print('%.5f examples/sec, %.5f sec/batch \n' %
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