#include "selfdrive/modeld/thneed/thneed.h" #include #include #include #include #include #include #include #include "common/clutil.h" #include "common/timing.h" Thneed *g_thneed = NULL; int g_fd = -1; void hexdump(uint8_t *d, int len) { assert((len%4) == 0); printf(" dumping %p len 0x%x\n", d, len); for (int i = 0; i < len/4; i++) { if (i != 0 && (i%0x10) == 0) printf("\n"); printf("%8x ", d[i]); } printf("\n"); } // *********** ioctl interceptor *********** extern "C" { int (*my_ioctl)(int filedes, unsigned long request, void *argp) = NULL; #undef ioctl int ioctl(int filedes, unsigned long request, void *argp) { request &= 0xFFFFFFFF; // needed on QCOM2 if (my_ioctl == NULL) my_ioctl = reinterpret_cast(dlsym(RTLD_NEXT, "ioctl")); Thneed *thneed = g_thneed; // save the fd if (request == IOCTL_KGSL_GPUOBJ_ALLOC) g_fd = filedes; // note that this runs always, even without a thneed object if (request == IOCTL_KGSL_DRAWCTXT_CREATE) { struct kgsl_drawctxt_create *create = (struct kgsl_drawctxt_create *)argp; create->flags &= ~KGSL_CONTEXT_PRIORITY_MASK; create->flags |= 1 << KGSL_CONTEXT_PRIORITY_SHIFT; // priority from 1-15, 1 is max priority printf("IOCTL_KGSL_DRAWCTXT_CREATE: creating context with flags 0x%x\n", create->flags); } if (thneed != NULL) { if (request == IOCTL_KGSL_GPU_COMMAND) { struct kgsl_gpu_command *cmd = (struct kgsl_gpu_command *)argp; if (thneed->record) { thneed->timestamp = cmd->timestamp; thneed->context_id = cmd->context_id; thneed->cmds.push_back(unique_ptr(new CachedCommand(thneed, cmd))); } if (thneed->debug >= 1) { printf("IOCTL_KGSL_GPU_COMMAND(%2zu): flags: 0x%lx context_id: %u timestamp: %u numcmds: %d numobjs: %d\n", thneed->cmds.size(), cmd->flags, cmd->context_id, cmd->timestamp, cmd->numcmds, cmd->numobjs); } } else if (request == IOCTL_KGSL_GPUOBJ_SYNC) { struct kgsl_gpuobj_sync *cmd = (struct kgsl_gpuobj_sync *)argp; struct kgsl_gpuobj_sync_obj *objs = (struct kgsl_gpuobj_sync_obj *)(cmd->objs); if (thneed->debug >= 2) { printf("IOCTL_KGSL_GPUOBJ_SYNC count:%d ", cmd->count); for (int i = 0; i < cmd->count; i++) { printf(" -- offset:0x%lx len:0x%lx id:%d op:%d ", objs[i].offset, objs[i].length, objs[i].id, objs[i].op); } printf("\n"); } if (thneed->record) { thneed->cmds.push_back(unique_ptr(new CachedSync(thneed, string((char *)objs, sizeof(struct kgsl_gpuobj_sync_obj)*cmd->count)))); } } else if (request == IOCTL_KGSL_DEVICE_WAITTIMESTAMP_CTXTID) { struct kgsl_device_waittimestamp_ctxtid *cmd = (struct kgsl_device_waittimestamp_ctxtid *)argp; if (thneed->debug >= 1) { printf("IOCTL_KGSL_DEVICE_WAITTIMESTAMP_CTXTID: context_id: %d timestamp: %d timeout: %d\n", cmd->context_id, cmd->timestamp, cmd->timeout); } } else if (request == IOCTL_KGSL_SETPROPERTY) { if (thneed->debug >= 1) { struct kgsl_device_getproperty *prop = (struct kgsl_device_getproperty *)argp; printf("IOCTL_KGSL_SETPROPERTY: 0x%x sizebytes:%zu\n", prop->type, prop->sizebytes); if (thneed->debug >= 2) { hexdump((uint8_t *)prop->value, prop->sizebytes); if (prop->type == KGSL_PROP_PWR_CONSTRAINT) { struct kgsl_device_constraint *constraint = (struct kgsl_device_constraint *)prop->value; hexdump((uint8_t *)constraint->data, constraint->size); } } } } else if (request == IOCTL_KGSL_DRAWCTXT_CREATE || request == IOCTL_KGSL_DRAWCTXT_DESTROY) { // this happens } else if (request == IOCTL_KGSL_GPUOBJ_ALLOC || request == IOCTL_KGSL_GPUOBJ_FREE) { // this happens } else { if (thneed->debug >= 1) { printf("other ioctl %lx\n", request); } } } int ret = my_ioctl(filedes, request, argp); if (ret != 0) printf("ioctl returned %d with errno %d\n", ret, errno); return ret; } } // *********** GPUMalloc *********** GPUMalloc::GPUMalloc(int size, int fd) { struct kgsl_gpuobj_alloc alloc; memset(&alloc, 0, sizeof(alloc)); alloc.size = size; alloc.flags = 0x10000a00; ioctl(fd, IOCTL_KGSL_GPUOBJ_ALLOC, &alloc); void *addr = mmap64(NULL, alloc.mmapsize, 0x3, 0x1, fd, alloc.id*0x1000); assert(addr != MAP_FAILED); base = (uint64_t)addr; remaining = size; } GPUMalloc::~GPUMalloc() { // TODO: free the GPU malloced area } void *GPUMalloc::alloc(int size) { void *ret = (void*)base; size = (size+0xff) & (~0xFF); assert(size <= remaining); remaining -= size; base += size; return ret; } // *********** CachedSync, at the ioctl layer *********** void CachedSync::exec() { struct kgsl_gpuobj_sync cmd; cmd.objs = (uint64_t)data.data(); cmd.obj_len = data.length(); cmd.count = data.length() / sizeof(struct kgsl_gpuobj_sync_obj); int ret = ioctl(thneed->fd, IOCTL_KGSL_GPUOBJ_SYNC, &cmd); assert(ret == 0); } // *********** CachedCommand, at the ioctl layer *********** CachedCommand::CachedCommand(Thneed *lthneed, struct kgsl_gpu_command *cmd) { thneed = lthneed; assert(cmd->numsyncs == 0); memcpy(&cache, cmd, sizeof(cache)); if (cmd->numcmds > 0) { cmds = make_unique(cmd->numcmds); memcpy(cmds.get(), (void *)cmd->cmdlist, sizeof(struct kgsl_command_object)*cmd->numcmds); cache.cmdlist = (uint64_t)cmds.get(); for (int i = 0; i < cmd->numcmds; i++) { void *nn = thneed->ram->alloc(cmds[i].size); memcpy(nn, (void*)cmds[i].gpuaddr, cmds[i].size); cmds[i].gpuaddr = (uint64_t)nn; } } if (cmd->numobjs > 0) { objs = make_unique(cmd->numobjs); memcpy(objs.get(), (void *)cmd->objlist, sizeof(struct kgsl_command_object)*cmd->numobjs); cache.objlist = (uint64_t)objs.get(); for (int i = 0; i < cmd->numobjs; i++) { void *nn = thneed->ram->alloc(objs[i].size); memset(nn, 0, objs[i].size); objs[i].gpuaddr = (uint64_t)nn; } } kq = thneed->ckq; thneed->ckq.clear(); } void CachedCommand::exec() { cache.timestamp = ++thneed->timestamp; int ret = ioctl(thneed->fd, IOCTL_KGSL_GPU_COMMAND, &cache); if (thneed->debug >= 1) printf("CachedCommand::exec got %d\n", ret); if (thneed->debug >= 2) { for (auto &it : kq) { it->debug_print(false); } } assert(ret == 0); } // *********** Thneed *********** Thneed::Thneed(bool do_clinit, cl_context _context) { // TODO: QCOM2 actually requires a different context //context = _context; if (do_clinit) clinit(); assert(g_fd != -1); fd = g_fd; ram = make_unique(0x80000, fd); timestamp = -1; g_thneed = this; char *thneed_debug_env = getenv("THNEED_DEBUG"); debug = (thneed_debug_env != NULL) ? atoi(thneed_debug_env) : 0; } void Thneed::stop() { find_inputs_outputs(); printf("Thneed::stop: recorded %lu commands\n", cmds.size()); record = false; } void Thneed::find_inputs_outputs() { cl_int err; if (inputs.size() > 0) return; // save the global inputs/outputs for (auto &k : kq) { for (int i = 0; i < k->num_args; i++) { if (k->name == "zero_pad_image_float" && k->arg_names[i] == "input") { cl_mem aa = *(cl_mem*)(k->args[i].data()); input_clmem.push_back(aa); size_t sz; clGetMemObjectInfo(aa, CL_MEM_SIZE, sizeof(sz), &sz, NULL); input_sizes.push_back(sz); void *ret = clEnqueueMapBuffer(command_queue, aa, CL_TRUE, CL_MAP_WRITE, 0, sz, 0, NULL, NULL, &err); assert(err == CL_SUCCESS); inputs.push_back(ret); } if (k->name == "image2d_to_buffer_float" && k->arg_names[i] == "output") { output = *(cl_mem*)(k->args[i].data()); } } } } void Thneed::wait() { struct kgsl_device_waittimestamp_ctxtid wait; wait.context_id = context_id; wait.timestamp = timestamp; wait.timeout = -1; uint64_t tb = nanos_since_boot(); int wret = ioctl(fd, IOCTL_KGSL_DEVICE_WAITTIMESTAMP_CTXTID, &wait); uint64_t te = nanos_since_boot(); if (debug >= 1) printf("wait %d after %lu us\n", wret, (te-tb)/1000); } void Thneed::execute(float **finputs, float *foutput, bool slow) { uint64_t tb, te; if (debug >= 1) tb = nanos_since_boot(); // ****** copy inputs copy_inputs(finputs, true); // ****** set power constraint int ret; struct kgsl_device_constraint_pwrlevel pwrlevel; pwrlevel.level = KGSL_CONSTRAINT_PWR_MAX; struct kgsl_device_constraint constraint; constraint.type = KGSL_CONSTRAINT_PWRLEVEL; constraint.context_id = context_id; constraint.data = (void*)&pwrlevel; constraint.size = sizeof(pwrlevel); struct kgsl_device_getproperty prop; prop.type = KGSL_PROP_PWR_CONSTRAINT; prop.value = (void*)&constraint; prop.sizebytes = sizeof(constraint); ret = ioctl(fd, IOCTL_KGSL_SETPROPERTY, &prop); assert(ret == 0); // ****** run commands int i = 0; for (auto &it : cmds) { ++i; if (debug >= 1) printf("run %2d @ %7lu us: ", i, (nanos_since_boot()-tb)/1000); it->exec(); if ((i == cmds.size()) || slow) wait(); } // ****** copy outputs copy_output(foutput); // ****** unset power constraint constraint.type = KGSL_CONSTRAINT_NONE; constraint.data = NULL; constraint.size = 0; ret = ioctl(fd, IOCTL_KGSL_SETPROPERTY, &prop); assert(ret == 0); if (debug >= 1) { te = nanos_since_boot(); printf("model exec in %lu us\n", (te-tb)/1000); } } // *********** OpenCL interceptor *********** cl_int thneed_clEnqueueNDRangeKernel(cl_command_queue command_queue, cl_kernel kernel, cl_uint work_dim, const size_t *global_work_offset, const size_t *global_work_size, const size_t *local_work_size, cl_uint num_events_in_wait_list, const cl_event *event_wait_list, cl_event *event) { Thneed *thneed = g_thneed; // SNPE doesn't use these assert(num_events_in_wait_list == 0); assert(global_work_offset == NULL); assert(event_wait_list == NULL); cl_int ret = 0; if (thneed != NULL && thneed->record) { if (thneed->context == NULL) { thneed->command_queue = command_queue; clGetKernelInfo(kernel, CL_KERNEL_CONTEXT, sizeof(thneed->context), &thneed->context, NULL); clGetContextInfo(thneed->context, CL_CONTEXT_DEVICES, sizeof(thneed->device_id), &thneed->device_id, NULL); } // if we are recording, we don't actually enqueue the kernel thneed->kq.push_back(unique_ptr(new CLQueuedKernel(thneed, kernel, work_dim, global_work_size, local_work_size))); *event = NULL; } else { ret = clEnqueueNDRangeKernel(command_queue, kernel, work_dim, global_work_offset, global_work_size, local_work_size, num_events_in_wait_list, event_wait_list, event); } return ret; } cl_int thneed_clFinish(cl_command_queue command_queue) { Thneed *thneed = g_thneed; if (thneed != NULL && thneed->record) { if (thneed->run_optimizer) thneed->optimize(); return thneed->clexec(); } else { return clFinish(command_queue); } } void *dlsym(void *handle, const char *symbol) { #ifdef QCOM2 void *(*my_dlsym)(void *handle, const char *symbol) = (void *(*)(void *handle, const char *symbol))((uintptr_t)dlopen + DLSYM_OFFSET); #else #error "Unsupported platform for thneed" #endif if (memcmp("REAL_", symbol, 5) == 0) { return my_dlsym(handle, symbol+5); } else if (strcmp("clFinish", symbol) == 0) { return (void*)thneed_clFinish; } else if (strcmp("clEnqueueNDRangeKernel", symbol) == 0) { return (void*)thneed_clEnqueueNDRangeKernel; } else if (strcmp("clSetKernelArg", symbol) == 0) { return (void*)thneed_clSetKernelArg; } else if (strcmp("clCreateProgramWithSource", symbol) == 0) { return (void*)thneed_clCreateProgramWithSource; } else { return my_dlsym(handle, symbol); } }