Memory Allocation Tracking (#1142)
* Initial commit: Need to implement wrapper function to collect data and test that wrapper function is correctly replacing core HSA functions * Attempted to implement wrapper implementation for hsa memory allocation functions. Need to modify generate record files and test if implementation is working as expected * Debugging and implementing generateCSV function * Memory allocation size and starting address outputted to csv and json file formats * Formatting * Initial setup for OTF2 and Perfetto generation * Collecting agent id for memory_allocation and formatting * Modified memory_allocation.cpp to set up code for AMD_EXT commands * Support for memory_pool_allocate added * Removed accidently added file * Made flag optional and added more OTF2 and Perfetto code. Needs testing to ensure perfetto and OTF2 works * Formatting * Fixed perfetto and otf2 output * Fixed flag issue due to incorrect buffer use * Updated documentation * Small cleaning and comments * Added test for HSA memory allocation tracing * Fixed summary test validation errors due to allocation tracing. Added type to location_base to create unique event ids for allocation due to OTF2 trace error * Decreased lower limit of hip calls for test * Modified summary tests to vary number of allocate requests * Minor fixes to address comments. Still need to address OTF2 comments * Fix docs and changed OTF2 to use enum for type specified in location_base construction * Fixed schema error * Added vmem command tracking. Need to add test * Updated test to work with vmem command and updated generateCSV to output int instead of hex string. * OTF2 enum update and mispelling fix * CI does not support Virtual Memory API. Removed vmem test. Will add back if CI is modifed to suport vmem API * Update CMakeLists.txt for memory allocation test * Updated summary test * Minor fixes to address comments * Moved domain_type.hpp enum to before LAST * Fixed compile errors and formatting * Fixed stats summary domain name error * Added rocprofv3 test * Page migration test fix * Undo page migration test changes. Failures do not appear to have to do with memory allocation
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@@ -55,11 +55,11 @@ Here is the sample of commonly used ``rocprofv3`` command-line options. Some opt
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- Output control
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* - ``-r`` \| ``--runtime-trace``
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- Collects HIP (runtime), memory copy, marker, scratch memory, and kernel dispatch traces.
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- Collects HIP (runtime), memory copy, memory allocation, marker, scratch memory, and kernel dispatch traces.
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- Application Tracing
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* - ``-s`` \| ``--sys-trace``
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- Collects HIP, HSA, memory copy, marker, scratch memory, and kernel dispatch traces.
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- Collects HIP, HSA, memory copy, memory allocation, marker, scratch memory, and kernel dispatch traces.
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- Application Tracing
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* - ``--hip-trace``
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@@ -78,6 +78,10 @@ Here is the sample of commonly used ``rocprofv3`` command-line options. Some opt
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- Collects memory copy traces.
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- Application tracing
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* - ``--memory-allocation-trace``
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- Collects memory allocation traces.
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- Application tracing
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* - ``--scratch-memory-trace``
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- Collects scratch memory operations traces.
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- Application tracing
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@@ -356,6 +360,30 @@ Here are the contents of ``memory_copy_trace.csv`` file:
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For the description of the fields in the output file, see :ref:`output-file-fields`.
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Memory allocation trace
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+++++++++++++++++++++++++
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To trace memory allocations during the application run, use:
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.. code-block:: shell
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rocprofv3 –-memory-allocation-trace -- < app_path >
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The above command generates a ``memory_allocation_trace.csv`` file prefixed with the process ID.
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.. code-block:: shell
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$ cat 6489_memory_allocation_trace.csv
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Here are the contents of ``memory_allocation_trace.csv`` file:
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.. csv-table:: Memory allocation trace
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:file: /data/memory_allocation_trace.csv
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:widths: 10,10,10,10,10,10,20,20
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:header-rows: 1
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For the description of the fields in the output file, see :ref:`output-file-fields`.
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Runtime trace
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+++++++++++++++
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@@ -374,7 +402,7 @@ memory operations (copies and scratch).
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rocprofv3 –-runtime-trace -- < app_relative_path >
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Running the above command generates ``hip_api_trace.csv``, ``kernel_trace.csv``, ``memory_copy_trace.csv``, ``scratch_memory_trace.csv``,and ``marker_api_trace.csv`` (if ``ROCTx`` APIs are specified in the application) files prefixed with the process ID.
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Running the above command generates ``hip_api_trace.csv``, ``kernel_trace.csv``, ``memory_copy_trace.csv``, ``scratch_memory_trace.csv``, ``memory_allocation_trace.csv``, and ``marker_api_trace.csv`` (if ``ROCTx`` APIs are specified in the application) files prefixed with the process ID.
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System trace
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++++++++++++++
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@@ -385,7 +413,7 @@ This is an all-inclusive option to collect all the above-mentioned traces.
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rocprofv3 –-sys-trace -- < app_relative_path >
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Running the above command generates ``hip_api_trace.csv``, ``hsa_api_trace.csv``, ``kernel_trace.csv``, ``memory_copy_trace.csv``, and ``marker_api_trace.csv`` (if ``ROCTx`` APIs are specified in the application) files prefixed with the process ID.
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Running the above command generates ``hip_api_trace.csv``, ``hsa_api_trace.csv``, ``kernel_trace.csv``, ``memory_copy_trace.csv``, ``memory_allocation_trace.csv``, and ``marker_api_trace.csv`` (if ``ROCTx`` APIs are specified in the application) files prefixed with the process ID.
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Scratch memory trace
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++++++++++++++++++++++
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@@ -464,6 +492,8 @@ Properties
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Dispatch Traces.
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- **``memory_copy_trace``** *(boolean)*: For Collecting Memory
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Copy Traces.
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- **``memory_allocation_trace``** *(boolean)*: For Collecting Memory
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Allocation Traces.
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- **``scratch_memory_trace``** *(boolean)*: For Collecting
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Scratch Memory operations Traces.
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- **``stats``** *(boolean)*: For Collecting statistics of enabled
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@@ -479,8 +509,8 @@ Properties
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- **``hsa_image_trace``** *(boolean)*: For Collecting HSA API
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Traces (Image-extension API).
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- **``sys_trace``** *(boolean)*: For Collecting HIP, HSA, Marker
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(ROCTx), Memory copy, Scratch memory, and Kernel dispatch
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traces.
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(ROCTx), Memory copy, Memory allocation, Scratch memory, and
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Kernel dispatch traces.
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- **``mangled_kernels``** *(boolean)*: Do not demangle the kernel
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names.
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- **``truncate_kernels``** *(boolean)*: Truncate the demangled
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@@ -990,3 +1020,18 @@ Properties
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- **`src_agent_id`** *(object, required)*: Source Agent ID.
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- **`handle`** *(integer, required)*: Handle of the agent.
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- **`bytes`** *(integer, required)*: Bytes copied.
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- **`memory_allocation`** *(array)*: Memory allocation records.
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- **Items** *(object)*
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- **`size`** *(integer, required)*: Size of the Marker API record.
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- **`kind`** *(integer, required)*: Kind of the Marker API.
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- **`operation`** *(integer, required)*: Operation of the Marker API.
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- **`correlation_id`** *(object, required)*: Correlation ID information.
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- **`internal`** *(integer, required)*: Internal correlation ID.
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- **`external`** *(integer, required)*: External correlation ID.
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- **`start_timestamp`** *(integer, required)*: Start timestamp.
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- **`end_timestamp`** *(integer, required)*: End timestamp.
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- **`thread_id`** *(integer, required)*: Thread ID.
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- **`agent_id`** *(object, required)*: Agent ID.
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- **`handle`** *(integer, required)*: Handle of the agent.
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- **`starting_address`** *(string, required)*: Starting address of allocation.
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- **`allocation_size`** *(integer, required)*: Size of allocation.
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