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[Hexagon] [runtime] VTCM Allocator #12947
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b76622f
First pass at VTCM allocator
janetsc 675d48b
Merge branch 'apache:main' into vtcm_allocator
janetsc ed43e54
Add to device api
janetsc 9b20f05
Rename hexagon_vtcm* to hexagon_vtcm_pool*
janetsc 94726c7
basic unit test passes
janetsc bf284d1
additional tests
janetsc 17d800e
more tests, variable size pool
janetsc 1f8a736
integration with hexagon_buffer, failing unit test
janetsc b984bb9
fixing bugs uncoverd by unit tests
janetsc 52726eb
lint
janetsc a6dcf6f
disable test_conf2d_fp16_intrin
janetsc 40d4790
PR feedback
janetsc c697887
Merge branch 'apache:main' into vtcm_allocator
janetsc b25631b
PR feedback round 2
janetsc 3b5fd4b
Use vectors instead of lists
janetsc 3225011
Lint, add comment on alignment
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,152 @@ | ||
| /* | ||
| * Licensed to the Apache Software Foundation (ASF) under one | ||
| * or more contributor license agreements. See the NOTICE file | ||
| * distributed with this work for additional information | ||
| * regarding copyright ownership. The ASF licenses this file | ||
| * to you under the Apache License, Version 2.0 (the | ||
| * "License"); you may not use this file except in compliance | ||
| * with the License. You may obtain a copy of the License at | ||
| * | ||
| * http://www.apache.org/licenses/LICENSE-2.0 | ||
| * | ||
| * Unless required by applicable law or agreed to in writing, | ||
| * software distributed under the License is distributed on an | ||
| * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
| * KIND, either express or implied. See the License for the | ||
| * specific language governing permissions and limitations | ||
| * under the License. | ||
| */ | ||
| #include "hexagon_vtcm_pool.h" | ||
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| #include "HAP_compute_res.h" | ||
| #include "hexagon_common.h" | ||
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| namespace tvm { | ||
| namespace runtime { | ||
| namespace hexagon { | ||
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| HexagonVtcmPool::HexagonVtcmPool() { | ||
| compute_res_attr_t res_info; | ||
| HEXAGON_SAFE_CALL(HAP_compute_res_attr_init(&res_info)); | ||
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| // TODO(HWE): get the max and min size programmatically | ||
| const unsigned int max_size = 4 * 1024 * 1024; | ||
| const unsigned int min_size = 1024 * 1024; | ||
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| // allocate nbytes of vtcm on a single page | ||
| HEXAGON_SAFE_CALL(HAP_compute_res_attr_set_vtcm_param_v2(&res_info, | ||
| /*vtcm_size = */ max_size, | ||
| /*min_page_size = */ 1, | ||
| /*min_vtcm_size = */ min_size)); | ||
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| // TODO(HWE): Investigate why a non-zero timeout results in | ||
| // hanging, both in the simulator and on hardware. | ||
| context_id_ = HAP_compute_res_acquire(&res_info, /*timeout = */ 0); | ||
| CHECK(context_id_) << "HAP_compute_res_acquire failed to acquire requested VTCM resource."; | ||
| HEXAGON_SAFE_CALL(HAP_compute_res_attr_get_vtcm_ptr_v2(&res_info, &vtcm_data_, &vtcm_size_)); | ||
| CHECK(vtcm_data_ != nullptr) << "HAP_compute_res_acquire returned nullptr when allocating VTCM."; | ||
| CHECK(vtcm_size_ >= min_size) | ||
| << "HAP_compute_res_acquire failed to allocate minimum amount of VTCM"; | ||
| free_.emplace_back(std::pair<char*, size_t>(static_cast<char*>(vtcm_data_), vtcm_size_)); | ||
| // DebugDump(); | ||
| } | ||
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| HexagonVtcmPool::~HexagonVtcmPool() { HEXAGON_SAFE_CALL(HAP_compute_res_release(context_id_)); } | ||
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| void* HexagonVtcmPool::Allocate(size_t nbytes) { | ||
| std::lock_guard<std::mutex> lock(mutex_); | ||
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| CHECK(!free_.empty()) << "No free VTCM"; | ||
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| // If this is not aligned on a 2k block, allocate from the end to avoid fragmentation | ||
| if (nbytes & size_t(0x7FF)) { | ||
| DLOG(INFO) << "VTCM nbytes requested: " << nbytes << " allocate from the end"; | ||
| auto last_free_entry = free_.rbegin(); | ||
| CHECK(last_free_entry->second >= nbytes) | ||
| << "Not enough contiguous VTCM space at the end to allocate"; | ||
| char* ptr = last_free_entry->first + (last_free_entry->second - nbytes); | ||
| allocations_.emplace_back(std::pair<char*, size_t>(ptr, nbytes)); | ||
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| last_free_entry->second -= nbytes; | ||
| // DebugDump(); | ||
| return ptr; | ||
| } | ||
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| auto entry_to_allocate = free_.begin(); | ||
| for (auto it = free_.begin(); it != free_.end(); it++) { | ||
| if ((it->second < entry_to_allocate->second) && (it->second >= nbytes)) { | ||
| entry_to_allocate = it; | ||
| if (entry_to_allocate->second == nbytes) { | ||
| break; | ||
| } | ||
| } | ||
| } | ||
| CHECK(entry_to_allocate->second >= nbytes) << "Not enough contiguous VTCM space to allocate"; | ||
| char* ptr = entry_to_allocate->first; | ||
| allocations_.emplace(allocations_.end(), std::pair<char*, size_t>(ptr, nbytes)); | ||
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| if (entry_to_allocate->second == nbytes) { | ||
| free_.erase(entry_to_allocate); | ||
| } else { | ||
| entry_to_allocate->first = entry_to_allocate->first + nbytes; | ||
| entry_to_allocate->second = entry_to_allocate->second - nbytes; | ||
| } | ||
| // DebugDump(); | ||
| return ptr; | ||
| } | ||
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| void HexagonVtcmPool::Free(void* ptr, size_t nbytes) { | ||
| char* ptr_to_free = static_cast<char*>(ptr); | ||
| std::lock_guard<std::mutex> lock(mutex_); | ||
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| auto it = std::find_if(allocations_.begin(), allocations_.end(), | ||
| [&](auto entry) { return entry.first == ptr_to_free; }); | ||
| CHECK(it != allocations_.end()) << "Attempted to free a pointer that had not been allocated"; | ||
| CHECK(it->second == nbytes) << "Attempted to free a different size than was allocated"; | ||
| allocations_.erase(it); | ||
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| it = std::lower_bound(free_.begin(), free_.end(), std::pair<char*, size_t>(ptr_to_free, nbytes), | ||
| [](auto p, auto q) { return p.first <= q.first; }); | ||
| if (it == free_.end()) { | ||
| // Insert an entry at the end | ||
| it = free_.emplace(it, std::pair<char*, size_t>(ptr_to_free, nbytes)); | ||
| } else { | ||
| CHECK(ptr_to_free != it->first) << "Attempting to free a pointer that was already free"; | ||
| CHECK(ptr_to_free + nbytes <= it->first) | ||
| << "free_ is in an inconsistent state, freed block overlaps with next"; | ||
| if (ptr_to_free + nbytes == it->first) { | ||
| // Make this entry bigger | ||
| it->first = ptr_to_free; | ||
| it->second += nbytes; | ||
| } else { | ||
| // Insert an entry before this | ||
| it = free_.emplace(it, std::pair<char*, size_t>(ptr_to_free, nbytes)); | ||
| } | ||
| } | ||
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| // Check for overlap with the previous entry | ||
| if (it != free_.begin()) { | ||
| auto it_prev = it; | ||
| it_prev--; | ||
| CHECK(it_prev->first + it_prev->second <= ptr_to_free) | ||
| << "free_ is in an inconsistent state, freed block overlaps with previous"; | ||
| if (it_prev->first + it_prev->second == ptr_to_free) { | ||
| it_prev->second += it->second; | ||
| free_.erase(it); | ||
| } | ||
| } | ||
| // DebugDump(); | ||
| } | ||
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| void HexagonVtcmPool::DebugDump() { | ||
| LOG(INFO) << "VTCM list state"; | ||
| for (auto entry : allocations_) { | ||
| LOG(INFO) << "VTCM alloc: " << static_cast<void*>(entry.first) << " " << entry.second; | ||
| } | ||
| for (auto entry : free_) { | ||
| LOG(INFO) << "VTCM free: " << static_cast<void*>(entry.first) << " " << entry.second; | ||
| } | ||
| } | ||
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| } // namespace hexagon | ||
| } // namespace runtime | ||
| } // namespace tvm | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,100 @@ | ||
| /* | ||
| * Licensed to the Apache Software Foundation (ASF) under one | ||
| * or more contributor license agreements. See the NOTICE file | ||
| * distributed with this work for additional information | ||
| * regarding copyright ownership. The ASF licenses this file | ||
| * to you under the Apache License, Version 2.0 (the | ||
| * "License"); you may not use this file except in compliance | ||
| * with the License. You may obtain a copy of the License at | ||
| * | ||
| * http://www.apache.org/licenses/LICENSE-2.0 | ||
| * | ||
| * Unless required by applicable law or agreed to in writing, | ||
| * software distributed under the License is distributed on an | ||
| * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
| * KIND, either express or implied. See the License for the | ||
| * specific language governing permissions and limitations | ||
| * under the License. | ||
| */ | ||
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| #ifndef TVM_RUNTIME_HEXAGON_HEXAGON_VTCM_POOL_H_ | ||
| #define TVM_RUNTIME_HEXAGON_HEXAGON_VTCM_POOL_H_ | ||
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| #include <tvm/runtime/c_runtime_api.h> | ||
| #include <tvm/runtime/device_api.h> | ||
| #include <tvm/runtime/logging.h> | ||
| #include <tvm/runtime/ndarray.h> | ||
| #include <tvm/runtime/packed_func.h> | ||
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| #include <utility> | ||
| #include <vector> | ||
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| namespace tvm { | ||
| namespace runtime { | ||
| namespace hexagon { | ||
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| class HexagonVtcmPool { | ||
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| public: | ||
| //! \brief Allocates all of VTCM memory, and manages allocations from the runtime | ||
| HexagonVtcmPool(); | ||
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| //! \brief Destruction deallocates the underlying VTCM allocation. | ||
| ~HexagonVtcmPool(); | ||
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| //! \brief Prevent copy construction of HexagonVtcmPool. | ||
| HexagonVtcmPool(const HexagonVtcmPool&) = delete; | ||
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| //! \brief Prevent copy assignment with HexagonVtcmPool. | ||
| HexagonVtcmPool& operator=(const HexagonVtcmPool&) = delete; | ||
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| //! \brief Prevent move construction. | ||
| HexagonVtcmPool(HexagonVtcmPool&&) = delete; | ||
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| //! \brief Prevent move assignment. | ||
| HexagonVtcmPool& operator=(HexagonVtcmPool&&) = delete; | ||
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| /* \brief Allocate memory from the VTCM manager | ||
| * | ||
| * \param nbytes The number of bytes to allocate. | ||
| */ | ||
| void* Allocate(size_t nbytes); | ||
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| /* \brief Copy data from a Hexagon Buffer an external buffer. | ||
| * | ||
| * \param ptr The pointer to the buffer to be freed. | ||
| * | ||
| * \param nbytes The number of bytes to be freed. | ||
| */ | ||
| void Free(void* ptr, size_t nbytes); | ||
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| //! \brief Returns the total number of bytes in this pool | ||
| size_t TotalBytes() { return reinterpret_cast<size_t>(vtcm_size_); } | ||
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| private: | ||
| //! \brief Context for HAP_compute_res_* | ||
| unsigned int vtcm_size_; | ||
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| //! \brief Context for HAP_compute_res_* | ||
| void* vtcm_data_; | ||
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| //! \brief Context for HAP_compute_res_* | ||
| unsigned int context_id_{0}; | ||
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| //! \brief List of allocations | ||
| std::vector<std::pair<char*, size_t>> allocations_; | ||
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| //! \brief List of free segments | ||
| std::vector<std::pair<char*, size_t>> free_; | ||
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| //! \brief Mutext to protect access to the lists | ||
| std::mutex mutex_; | ||
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| //! \brief Debug only dump of the state of the lists | ||
| void DebugDump(); | ||
| }; | ||
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| } // namespace hexagon | ||
| } // namespace runtime | ||
| } // namespace tvm | ||
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| #endif // TVM_RUNTIME_HEXAGON_HEXAGON_VTCM_POOL_H_ | ||
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