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[Feature] add codes for inference speed statistics #86

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merged 7 commits into from
Mar 14, 2022
Merged

[Feature] add codes for inference speed statistics #86

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2f2ec77
add codes for inference speed statistics
heiyuxiaokai Mar 8, 2022
2401239
fix errors in linting
heiyuxiaokai Mar 9, 2022
02a734f
fix errors in linting
heiyuxiaokai Mar 9, 2022
91378ab
fix errors in linting
heiyuxiaokai Mar 9, 2022
79ce810
fix errors in linting
heiyuxiaokai Mar 9, 2022
11a0cb7
update descriptions for functions
heiyuxiaokai Mar 9, 2022
dfcea3f
fix errors in linting
heiyuxiaokai Mar 10, 2022
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fix errors in linting
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@heiyuxiaokai
heiyuxiaokai committed Mar 10, 2022
commit dfcea3fee3fa8bf4d5fd05a173e2ee0f2f5990af
10 changes: 5 additions & 5 deletions tools/analysis_tools/benchmark.py
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Original file line number Diff line number Diff line change
Expand Up @@ -61,13 +61,13 @@ def parse_args():

def measure_inference_speed(cfg, checkpoint, max_iter, log_interval,
is_fuse_conv_bn, use_fp16):
""" inference speed statistics
""" inference speed statistics
Args:
cfg (object): Test config object.
checkpoint (str): Checkpoint file path.
max_iter (int): Num of max iter.
log_interval (int): Interval of logging.
is_fuse_conv_bn (bool): Whether to fuse conv and bn,
is_fuse_conv_bn (bool): Whether to fuse conv and bn,
this will slightly increase the inference speed
use_fp16 (bool): Whether to use fp16 to inference.
Returns:
Expand Down Expand Up @@ -161,14 +161,14 @@ def repeat_measure_inference_speed(cfg,
checkpoint (str): Checkpoint file path.
max_iter (int): Num of max iter.
log_interval (int): Interval of logging.
is_fuse_conv_bn (bool): Whether to fuse conv and bn,
is_fuse_conv_bn (bool): Whether to fuse conv and bn,
this will slightly increase the inference speed
use_fp16 (bool): Whether to use fp16 to inference.
repeat_num (int): Number of repeat times of measurement
for averaging the results.
Returns:
fps (float of list(float)): Inference speed(fps) or
list of inference speed(fps) for repeating measurements.
fps (float of list(float)): Inference speed(fps) or
list of inference speed(fps) for repeating measurements.
"""
assert repeat_num >= 1

Expand Down