I am setting up a tensorflow based machine learning workspace on my AMD (RavenRidge APU) laptop using ROCM (Ubuntu HP envy x360 Ryzen 5 2500u)
I have installed rocm and tried using a basic tensorflow script but I get HIP errors. DOes this mean that my GPU is not compatible with rocm?
2019-06-14 21:51:59.142628: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1189] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 7538 MB memory) -> physical GPU (device: 0, name: AMD Ryzen 5 2500U with Radeon Vega Mobile Gfx, pci bus id: 0000:03:00.0)
2019-06-14 21:51:59.221889: E tensorflow/stream_executor/rocm/rocm_driver.cc:601] failed to allocate 7.36G (7905050624 bytes) from device: hipError_t(1002)
2019-06-14 21:51:59.221972: E tensorflow/stream_executor/rocm/rocm_driver.cc:601] failed to allocate 6.62G (7114545152 bytes) from device: hipError_t(1002)
2019-06-14 21:51:59.221997: E tensorflow/stream_executor/rocm/rocm_driver.cc:601] failed to allocate 5.96G (6403090432 bytes) from device: hipError_t(1002)
2019-06-14 21:51:59.222021: E tensorflow/stream_executor/rocm/rocm_driver.cc:601] failed to allocate 5.37G (5762781184 bytes) from device: hipError_t(1002)
2019-06-14 21:51:59.222054: E tensorflow/stream_executor/rocm/rocm_driver.cc:601] failed to allocate 4.83G (5186503168 bytes) from device: hipError_t(1002)
2019-06-14 21:51:59.222090: E tensorflow/stream_executor/rocm/rocm_driver.cc:601] failed to allocate 4.35G (4667852800 bytes) from device: hipError_t(1002)
2019-06-14 21:52:05.830021: E tensorflow/stream_executor/rocm/rocm_driver.cc:461] failed to memset memory: HIP_ERROR_InvalidValue
I'm afraid that ROCm-HIP is not currently fully supported because of the BIOS of the mainboard.
plz see this.
https://github.com/RadeonOpenCompute/ROCm/wiki#not-supported-or-limited-support-under-rocm