[Apache TVM Discuss] [Questions] Auto-scheduling for lstm operator

2020-10-13 Thread Chenfan via Apache TVM Discuss
Thanks! We have not tried such ops before, this case seems interesting. I'll try your code and figure out where the possible bug occurs. --- [Visit Topic](https://discuss.tvm.apache.org/t/auto-scheduling-for-lstm-operator/8158/2) to respond. You are receiving this because you enabled mai

[Apache TVM Discuss] [Questions] Dose TVM only support mkldnn dense operation?

2020-10-13 Thread Tristan Konolige via Apache TVM Discuss
To use native libraries, you have to pass them to the libs flag like so: `llvm -libs=mkdnn`. Also make sure you have set `USE_MKLDNN=On` in build/config.cmake. Right now we only support using mkldnn for matrix multiplication. --- [Visit Topic](https://discuss.tvm.apache.org/t/dose-tvm-onl

[Apache TVM Discuss] [Questions] Compile examples in frontend

2020-10-13 Thread rahul1 via Apache TVM Discuss
Hi, Why all the compile examples (i.e. from_keras, from_pytroch) use image as input for CNN models ? Is there any example which uses normal data like (population, house price) NN/LSTM? Thanks in advance. --- [Visit Topic](https://discuss.tvm.apache.org/t/compile-examples-in-frontend/81

[Apache TVM Discuss] [Application] Compile Keras Neural Network Models

2020-10-13 Thread rahul1 via Apache TVM Discuss
Hi, I have written very simple Keras Neural Network from numpy import loadtxt from keras.models import Sequential from keras.layers import Dense # load the dataset dataset = loadtxt('pima-indians-diabetes.csv', delimiter=',') # split into input (X) and output (y) v

[Apache TVM Discuss] [Questions] Can we use TVM as JIT compiler?

2020-10-13 Thread Giuseppe Rossini via Apache TVM Discuss
Hi @junrushao1994, Thanks for your reply! Can you point me to some examples? I am looking to integrate at operator level (and not at relay level). Is the snippet I wrote similar to a real implementation? Thanks again --- [Visit Topic](https://discuss.tvm.apache.org/t/can-we-use-tvm-as-

[Apache TVM Discuss] [Questions] How to I use prefetch with GPU codegen

2020-10-13 Thread tqchen via Apache TVM Discuss
prefetch is not supported in most GPUs. Most cases cache prefetching happens automatically and you can use cache_read to get the data into shared meory, see examples in https://tvm.apache.org/docs/tutorials/optimize/opt_conv_cuda.html#sphx-glr-tutorials-optimize-opt-conv-cuda-py --- [Visi