masahi

4 ms·

1. 1.▲
   by masahi 5y ago

   TVM, similar to IREE, also has a good support for Vulkan. It compiles a tensor DSL written in Python into SPIR-V. AMD is using it in production for running deep learning models on their APU. https://github.com/apache/tv
2. 2.▲
   by masahi 8y ago

   for plaid, I used plaidbench keras mobilenet plaidbench keras resnet50 time_evaluator is what tvm/nnvm folks use for benchmark. See their benchmark script here https://github.com/dmlc/nnvm/blob/master&#x2
3. 3.▲
   by masahi 8y ago

   The TVM results on resnet50 and mobilenet seem a bit off. On GTX 1070 Ti, with an input of size (1, 3, 224, 224) TVM result Resnet50 : 100 inference/sec (0.009983 sec per each run) Mobilenet: 450 inference/sec (0.002220 sec per ea