[Apache TVM Discuss] [Development/RFC] Introduce new frontend for Caffe

2021-03-08 Thread zhupijuan_lkl via Apache TVM Discuss
[quote="lixiaoquan, post:7, topic:6918"] `A protocol message was rejected because it was too big (more than 67108864 bytes)` [/quote] There are two mothods to solve this problem.: 1. follow the suggestion as error log: increase memory limits at CodedInputStream::SetTotalBytesLimit() and re-com

[Apache TVM Discuss] [Development/RFC] Introduce new frontend for Caffe

2021-03-08 Thread Lixiaoquan via Apache TVM Discuss
@zhupijuan_lkl When I run one of the tests in caffe test_forward.py, it reports an error from protobuf. I know it is not TVM's issue, really appreciate if you can give me some hint. ``` tvm/tests/python/frontend/caffe/test_forward.py:816: in _test_alexnet _test_network(data_process, proto_

[TVM Discuss] [Development/RFC] Introduce new frontend for Caffe

2020-06-09 Thread Zhao Wu via TVM Discuss
I think put `caffe_pb2.py` in the `frontend` folder is fine. We have already some other stuff like `mxnet_qnn_op_utils.py` / `tflite_flexbuffers.py` and so on. --- [Visit Topic](https://discuss.tvm.ai/t/introduce-new-frontend-for-caffe/6918/4) to respond. You are receiving this because y

[TVM Discuss] [Development/RFC] Introduce new frontend for Caffe

2020-06-09 Thread zhupijuan_lkl via TVM Discuss
Yes, we will provide a .proto file or caffe_pb2.py directly. Now, we're just going to ask if I can provide caffe_pb2.py directly, which folder should we put it in? --- [Visit Topic](https://discuss.tvm.ai/t/introduce-new-frontend-for-caffe/6918/3) to respond. You are receiving this becau

[TVM Discuss] [Development/RFC] Introduce new frontend for Caffe

2020-06-09 Thread Zhao Wu via TVM Discuss
Good Job! One quick question, many folks use caffe often define its own proto (though this is rare in other frameworks). Do we consider this situation? --- [Visit Topic](https://discuss.tvm.ai/t/introduce-new-frontend-for-caffe/6918/2) to respond. You are receiving this because you enable

[TVM Discuss] [Development/RFC] Introduce new frontend for Caffe

2020-06-09 Thread zhupijuan_lkl via TVM Discuss
## Caffe Frontend ### Background & Motivation Caffe is a deep learning framework made with expression, speed, and modularity in mind. Because of its simplicity, good scalability, fast and other characteristics, it is favored by many people. According to RISELab who makes statistics of papers