[Apache TVM Discuss] [Development] Sparse OpenCL error: scheduling sparse computations that use tir.ir_builder
Hi, I've been working on generating CUDA code for sparse matrix multiplication using TVM in order to save me from the laborious work of designing and tuning the kernel. Since I'm new to TVM , I can't figure out why topi cannot express the computation. In this [code](https://github.com/amazon-research/FeatGraph/blob/master/python/featgraph/op/vanilla_spmm.py), it seems that the compute and schedule method can also be used in the SpMM. I suppose that maybe I can also use cache_read or other techniques described in this [tutorial](https://tvm.apache.org/docs/tutorials/optimize/opt_conv_cuda.html#sphx-glr-tutorials-optimize-opt-conv-cuda-py) to achieve higher performance? I've also read the [code](https://github.com/apache/tvm/blob/main/python/tvm/topi/cuda/sparse.py#L134) you mentioned above, and I'm wondering if there is a shorted way to express such operation. Thanks! --- [Visit Topic](https://discuss.tvm.apache.org/t/sparse-opencl-error-scheduling-sparse-computations-that-use-tir-ir-builder/8585/8) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](https://discuss.tvm.apache.org/email/unsubscribe/48c2d306f825ad308695b3cd7c36a681756201ce077f8f898ffd8d447a9b842a).
[Apache TVM Discuss] [Development] Sparse OpenCL error: scheduling sparse computations that use tir.ir_builder
Thanks! Sorry for the late reply. I haven't found the workload that slow down the current kernel yet:). What's more, I notice that [AutoTIR](https://github.com/apache/tvm/issues/8473) has been merged to main recently. Since I haven't found the doc for it, I'm curious about its function. And to be specific, is there any optimization for the hand-written kernels? --- [Visit Topic](https://discuss.tvm.apache.org/t/sparse-opencl-error-scheduling-sparse-computations-that-use-tir-ir-builder/8585/10) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](https://discuss.tvm.apache.org/email/unsubscribe/88805fec8f15bdbc5005b28112b9a6c2f4f1a6f710b54141e93fd72998991396).
[Apache TVM Discuss] [Development] Sparse OpenCL error: scheduling sparse computations that use tir.ir_builder
Got it ! Thanks for your reply! --- [Visit Topic](https://discuss.tvm.apache.org/t/sparse-opencl-error-scheduling-sparse-computations-that-use-tir-ir-builder/8585/12) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](https://discuss.tvm.apache.org/email/unsubscribe/299bfd3dc32f6a4119d3ba3f352b8b1db02525b8f840d9eb27325c4620d9b291).
