tvm
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apache
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Prior to this commit, the `CodeGenLLVM` would include DWARF symbols specifying the function signature of each TIR function. This commit expands the information exposed in the debug symbols. * Name...
Bumps [grpcio](https://github.com/grpc/grpc) from 1.53.0 to 1.53.2. Release notes Sourced from grpcio's releases. Release v1.53.2 This is release gRPC Core 1.53.2 (glockenspiel). For gRPC documentation, see grpc.io. For previous releases, see...
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Integration of a simple custom dedicated accelerator based on Vanilla (QVanilla) into TVM using UMA to offload the QNN convolution operators. The main changes include: 1. adding the QVanilla description...
### Actual behavior ``` Traceback (most recent call last): ... np.testing.assert_allclose(torch_outputs, tvm_outputs, rtol=1e-5, atol=1e-5) File "/workplace/software/miniconda3/envs/torch/lib/python3.7/site-packages/numpy/testing/_private/utils.py", line 1528, in assert_allclose verbose=verbose, header=header, equal_nan=equal_nan) File "/workplace/software/miniconda3/envs/torch/lib/python3.7/site-packages/numpy/testing/_private/utils.py", line 840, in assert_array_compare raise...
### Expected behavior File "/tvm/python/tvm/driver/tvmc/compiler.py", line 452, in compile_model graph_module = build( File "/tvm/python/tvm/driver/tvmc/compiler.py", line 528, in build return relay.vm.compile(mod, target=tvm_target, params=params) File "/tvm/python/tvm/relay/backend/vm.py", line 67, in compile compiler.lower(mod, target,...
This pull request serves as an enhancement to Dlight. This update primarily focuses on incorporating hardware information to recommend tile candidates, which enables fast tuning. Below is a brief summary...
### Expected behaviour: The test `tests/python/relay/test_op_qnn_conv2d.py:test_tflite_large_irregular` runs successfully when the target is `arm_cpu`. ### Actual behaviour: The test fails to run and gives the following error: ``` python/tvm/autotvm/task/space.py:736: in define_split...
### Expected behaviour: When compiled with target `arm_cpu` the model should compile successfully. ### Actual behaviour: The test fails to run and gives the following error: ``` def conv2d_strategy_arm_cpu(attrs, inputs,...
### Expected behaviour: When an `arm_cpu` target is used, the model should compile successfully without an error. ### Actual behaviour: When compiled on an `arm_cpu` target, the models results in...
### Expected behaviour: When an `arm_cpu` target is used, the model should compile successfully without an error. ### Actual error: When compiled on an `arm_cpu` target, the models mentioned below...