samskalicky commented on a change in pull request #17270: Dynamic custom
operator GPU support
URL: https://github.com/apache/incubator-mxnet/pull/17270#discussion_r369386321
##########
File path: include/mxnet/lib_api.h
##########
@@ -1056,26 +1171,30 @@ extern "C" {
int
#endif
_opCallFStatefulCompute(int is_forward, void* state_op,
- const int64_t** inshapes, int* indims,
- void** indata, int* intypes, size_t* inIDs, int
num_in,
- const int64_t** outshapes, int* outdims,
- void** outdata, int* outtypes, size_t* outIDs, int
num_out,
- xpu_malloc_t cpu_malloc, void* cpu_alloc) {
+ const int64_t** inshapes, int* indims, void**
indata, int* intypes,
+ size_t* inIDs, const char** indev_type, int*
indev_id, int num_in,
+ const int64_t** outshapes, int* outdims, void**
outdata, int* outtypes,
+ size_t* outIDs, const char** outdev_type, int*
outdev_id, int num_out,
+ xpu_malloc_t cpu_malloc, void* cpu_alloc,
+ xpu_malloc_t gpu_malloc, void* gpu_alloc, void*
stream) {
// create a vector of tensors for inputs
std::vector<MXTensor> inputs(num_in);
for (int i = 0; i < num_in; i++) {
- inputs[i].setTensor(indata[i], (MXDType)intypes[i], inshapes[i],
indims[i], inIDs[i]);
+ inputs[i].setTensor(indata[i], (MXDType)intypes[i], inshapes[i],
indims[i],
+ inIDs[i], {indev_type[i], indev_id[i]});
}
// create a vector of tensors for outputs
std::vector<MXTensor> outputs(num_out);
for (int i = 0; i < num_out; i++) {
outputs[i].setTensor(outdata[i], (MXDType)outtypes[i], outshapes[i],
outdims[i],
- outIDs[i]);
+ outIDs[i], {outdev_type[i], outdev_id[i]});
}
- OpResource res(cpu_malloc, cpu_alloc);
+
+ OpResource res(cpu_malloc, cpu_alloc, gpu_malloc, gpu_alloc, stream);
+
CustomStatefulOp* op_ptr = reinterpret_cast<CustomStatefulOp*>(state_op);
- if (is_forward) {
+ if (is_forward == 1) {
Review comment:
the equal comparison is not necessary since a you're passing either a 1 or a
0 in c_api.cc and `if(0)` evaluates to false
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