[Apache TVM Discuss] [Development] LaunchParamConfig documentation?

2022-02-11 Thread masahi via Apache TVM Discuss
[quote="lemo, post:2, topic:11968"] can someone point me to the code responsible for calculating kernel launch parameters [/quote] This is done by each op separately, most of them written in python, for example * https://github.com/apache/tvm/blob/bef7bf9b2b326488bc2bcc039710b2723023aaa0/test

[Apache TVM Discuss] [Development/pre-RFC] [RFC] UMA: Universal Modular Accelerator Interface

2022-02-11 Thread Mark Shields via Apache TVM Discuss
Hi Michael, thanks for the proposal! Like others I'm very supportive of tightening up the BYOC interfaces. My group here at OctoML have been looking at bringing a backend placement search capability to TVM, a la the 'Collage' paper (https://arxiv.org/pdf/2111.00655.pdf). Under that approach t

[Apache TVM Discuss] [Development] LaunchParamConfig documentation?

2022-02-11 Thread Wuwei Lin via Apache TVM Discuss
The thread extents are part of the params of the `PrimFunc` for the device code, kernel launch parameters are set here c(https://github.com/apache/tvm/blob/main/src/tir/transforms/split_host_device.cc#L294-L296). In `LaunchParamConfig`, `base` and `arg_index_map` is used to map the index of p

[Apache TVM Discuss] [Development] Pillow < 9.0.0 security vulnerabilities

2022-02-11 Thread Krzysztof Parzyszek via Apache TVM Discuss
There are 3 security vulnerabilities in Pillow < 9.0.0. They are all considered critical. 1. [CVE-2022-22815](https://nvd.nist.gov/vuln/detail/CVE-2022-22815) 2. [CVE-2022-22816](https://nvd.nist.gov/vuln/detail/CVE-2022-22816) 3. [CVE-2022-22817](https://nvd.nist.gov/vuln/detail/CVE-2022-2281