pku-liang/hasco

agile hardware-software co-design

hasco's Issues

JSON file in rst/software

The JSON file created in the software folder of the result is simply a string with no format at all.
The file is created at src/codesign/explorer.py line 223, which transform an apparently non-dict object into a str and dumps, I don't think JSON is the correct suffix for this output file.

cannot find valid schedules

I downloaded the code , and instal as it told, when I was running the script, python3 testbench/co_mobile_gemm.py .
it turned out:

How to handle it? Please help!

AttributeError: module 'tvm' has no attribute 'schedule'

Traceback (most recent call last):
File "testbench/co_resnet_gemm.py", line 8, in
from codesign.hw_evaluation import gen_software
File "./src/codesign/hw_evaluation.py", line 3, in
from codesign.ppa_model import PPAModel, gen_config
File "./src/codesign/ppa_model.py", line 12, in
from codesign.flextensor_extend import parse_schedule
File "./src/codesign/flextensor_extend.py", line 4, in
from flextensor.task import Task
File "./src/flextensor/task.py", line 3, in
from flextensor.space import EnumSpace
File "./src/flextensor/space.py", line 7, in
from flextensor.utils import (assert_print, gen_enum, any_factor_split, get_factor_lst, gen_group,
File "./src/flextensor/utils.py", line 328, in
def get_iter_info(s: tvm.schedule.Schedule):
AttributeError: module 'tvm' has no attribute 'schedule'

Dear folks,

First, quite appreciate your time in this issue.

After the successful installation required by the HSACO, the error pops out when running the following test case.
From the above log, we can see the errors stems from the TVM. My question is what the configuration in config.cmake file should be? Could you give an instance?
python testbench/co_resnet_gemm.py

Thanks

Could you tell how to search for models that are not in the keras application?

Could you tell how to search for models that are not in the keras application?
Thank you.

How to enable the chisel generator as announced in the paper

I am trying to learn about the implementation of the chisel generator. Can @walkershaw help me to locate it? Thanks a lot!

understand or visualize the results

I run the test bench

python testbench/co_resnet_conv.py

and got the following files under rst/software directory.
ResNet50_CONV_15_20_8_128_512_128_256_FIXED_int8_latency_software.json
ResNet50_CONV_5_6_6_256_64_256_128_FIXED_int8_power_software.json
ResNet50_CONV_9_4_3_128_256_256_256_FIXED_int8_area_software.json

Could you tell how to understand these data and how to visualize or show the results ?
I notice there is a utils/visualize.py codes. But it needs some log files.
Thanks.

Need the folder ./RST/ to run the example!

I have configured the running environment for HASCO. When I run the code 'python3 testbench/co_resnet_conv.py', It seems the open source does not have directory ./RST/. I need to manually make those directories.

Solution: