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rajveerb
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lotus
Lotus: Characterization of Machine Learning Preprocessing Pipelines via Framework and Hardware Profiling
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Add Python bindings over AMD uProf's ITT equivalent
#43
rajveerb
closed
2 weeks ago
3
Run AMD uProf on image classification pipeline with any config from the paper.
#42
rajveerb
closed
2 weeks ago
0
GPU idle time analysis
#41
The-Death-Reaper
opened
4 months ago
0
Reproducing P3Map With More Functions
#40
harshithlanka3
closed
3 weeks ago
1
code dump
#39
rajveerb
opened
6 months ago
0
Add MIT license
#38
rajveerb
opened
6 months ago
0
Cleanup code for artifact
#37
rajveerb
opened
6 months ago
0
35 increase legend and marker size for plotting preprocessing time wait time etc
#36
rajveerb
closed
8 months ago
0
Increase legend and marker size for plotting preprocessing time, wait time, etc
#35
rajveerb
closed
8 months ago
0
25 overheadaccuracy comparison of our instrumentation vs other python profilers
#34
rajveerb
closed
8 months ago
0
32 scriptsexperiments added to get mapping for collation op
#33
rajveerb
closed
8 months ago
0
Scripts/experiments added to get mapping for collation op
#32
rajveerb
closed
8 months ago
0
30 plots generated based on measurements using change in instrumentation check issue 28
#31
rajveerb
closed
8 months ago
0
Plots generated based on measurements using change in instrumentation (check Issue #28)
#30
rajveerb
closed
8 months ago
0
old log format to new format script added
#29
rajveerb
closed
8 months ago
0
Convert logs generated by our old instrumentation to a newer form
#28
rajveerb
closed
8 months ago
0
fixed small typo in compressor.py
#27
rajveerb
closed
8 months ago
0
indentation issue fixed
#26
rajveerb
closed
8 months ago
0
Overhead/Accuracy comparison of our instrumentation vs other python profilers
#25
rajveerb
closed
8 months ago
1
23 async copy of tensor from gpu to cpu
#24
rajveerb
closed
9 months ago
0
Async copy of tensor from GPU to CPU
#23
rajveerb
closed
9 months ago
0
21 script to compress large pytorch profiler logs
#22
rajveerb
closed
10 months ago
0
Script to compress large pytorch profiler logs
#21
rajveerb
closed
10 months ago
0
19 preprocessing operation span logging and visualization using pytorch profiler
#20
rajveerb
closed
8 months ago
1
Preprocessing operation span logging and visualization using PyTorch profiler
#19
rajveerb
closed
8 months ago
3
Containerization of the pre-processing pipeline
#18
Kadle11
opened
11 months ago
2
Communication between process/container workers and the main process
#17
tshimpi
opened
11 months ago
13
10 parser for pytorch profiler
#16
rajveerb
closed
11 months ago
0
14 code to use dataloader more than the number of GPUs
#15
rajveerb
closed
11 months ago
0
Code to use dataloader more than the number of GPUs
#14
rajveerb
closed
11 months ago
0
11 evict pages for file before measuring image loaders op times
#13
rajveerb
closed
11 months ago
0
11 evict pages for file before measuring image loaders op times
#12
rajveerb
closed
11 months ago
0
Evict pages for file before measuring image loader's op times
#11
rajveerb
closed
11 months ago
2
Parser for PyTorch profiler
#10
rajveerb
closed
11 months ago
0
Added note about installing ITT API and corrected dependency related yml file
#9
rajveerb
closed
11 months ago
1
VTune ITT's python binding
#8
rajveerb
closed
11 months ago
0
object detection/tracking pipeline
#7
rajveerb
opened
11 months ago
11
Existing python profilers
#6
rajveerb
closed
8 months ago
1
Run existing code in container [each preprocessing worker in a container]
#5
rajveerb
opened
1 year ago
10
Symlink files cached over remote filesystem
#4
rajveerb
closed
11 months ago
1
C++ implementation for image classification pipeline
#3
rajveerb
opened
1 year ago
23
Benchmarking videos
#2
rajveerb
opened
1 year ago
22
added conda env related info
#1
rajveerb
closed
1 year ago
1