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Python support for GPU ops [WIP] #759

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Python support for GPU ops [WIP] #759

wants to merge 20 commits into from

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Sinestro38
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[] Tests still need to be written

Sinestro38 and others added 20 commits March 29, 2023 06:18
@Sinestro38
broken version of ops
bd2b612
@jaeyoo
Add cuquantum_configure()
d749b05
@jaeyoo
Merge branch 'master' into custatevec_support_v4
1831ec1
@jaeyoo
Add CUQUANTUM_ROOT detection for automatic setup in configure.sh
9ae4fd0
@jaeyoo
Merge pull request #4 from tensorflow/master
eca1f01 
Upgrade bazel version 5.3.0 and fix some typo in tf version (tensorflow#755)
@jaeyoo
Fix errors
2e29308
@jaeyoo
Merge branch 'master' into custatevec_support_v4
60a2ee9
@jaeyoo
Split cuda/cuquantum and fix cuquantum_configure error
67b8e81
@Sinestro38
modify kernels and add python wrapper file
dcf189f
@Sinestro38
linting
3eae118
@jaeyoo
Add simulate cuquantum ops
c5e0235
@jaeyoo
Fix lint and format
41c1839
@jaeyoo
Fix lint
7189efc
@jaeyoo
Merge pull request #5 from jaeyoo/custatevec_support_v5
8b2ce11 
Custatevec support v5
@Sinestro38
merge master
615a949
@Sinestro38
merge master ops BUILD file
e9dfeb4
@Sinestro38
cuquantum support for gpu ops, need to add CUDA support tho
80861ae
@Sinestro38
python support for adj grad cuqantum op (needs to be merged WIP)
ae9cac5
@Sinestro38
cuquantum support for circuit executor ops
d830a3b
@Sinestro38
keras layers cuquantum support
c97fa3a
@Sinestro38 Sinestro38 closed this Apr 1, 2023
@lockwo lockwo mentioned this pull request Apr 27, 2023
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@jccalvojackson
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Hi, I get the following error when installing tensorflow_quantum on this container nvcr.io/nvidia/cuquantum-appliance:22.03-cirq from NVIDIA cuQuantum Appliance. (this tag because is the one with cirq 0.13.0).

>>> import tensorflow_quantum as tfq
Traceback (most recent call last):
  File "/opt/conda/lib/python3.8/site-packages/tensorflow_quantum/core/ops/load_module.py", line 42, in load_module
    return load_library.load_op_library(path)
  File "/opt/conda/lib/python3.8/site-packages/tensorflow/python/framework/load_library.py", line 54, in load_op_library
    lib_handle = py_tf.TF_LoadLibrary(library_filename)
tensorflow.python.framework.errors_impl.NotFoundError: /opt/conda/lib/python3.8/site-packages/tensorflow_quantum/core/ops/_tfq_simulate_ops.so: undefined symbol: _ZNK10tensorflow8OpKernel11TraceStringERKNS_15OpKernelContextEb

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/opt/conda/lib/python3.8/site-packages/tensorflow_quantum/__init__.py", line 18, in <module>
    from tensorflow_quantum.core import (append_circuit, get_expectation_op,
  File "/opt/conda/lib/python3.8/site-packages/tensorflow_quantum/core/__init__.py", line 17, in <module>
    from tensorflow_quantum.core.ops import (get_expectation_op,
  File "/opt/conda/lib/python3.8/site-packages/tensorflow_quantum/core/ops/__init__.py", line 18, in <module>
    from tensorflow_quantum.core.ops.circuit_execution_ops import (
  File "/opt/conda/lib/python3.8/site-packages/tensorflow_quantum/core/ops/circuit_execution_ops.py", line 20, in <module>
    from tensorflow_quantum.core.ops import (cirq_ops, tfq_simulate_ops,
  File "/opt/conda/lib/python3.8/site-packages/tensorflow_quantum/core/ops/tfq_simulate_ops.py", line 19, in <module>
    SIM_OP_MODULE = load_module("_tfq_simulate_ops.so")
  File "/opt/conda/lib/python3.8/site-packages/tensorflow_quantum/core/ops/load_module.py", line 46, in load_module
    return load_library.load_op_library(path)
  File "/opt/conda/lib/python3.8/site-packages/tensorflow/python/framework/load_library.py", line 54, in load_op_library
    lib_handle = py_tf.TF_LoadLibrary(library_filename)
tensorflow.python.framework.errors_impl.NotFoundError: /opt/conda/lib/python3.8/site-packages/tensorflow_quantum/core/ops/_tfq_simulate_ops.so: undefined symbol: _ZNK10tensorflow8OpKernel11TraceStringERKNS_15OpKernelContextEb

@jccalvojackson
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The above was using tensorflow 2.11.0. Using 2.7.0 as mentioned in #714 it goes away

@jccalvojackson
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after removing the import error I get the same error as in #766 when trying to run QRL with any qsimcirq backend on a Nvidia cuquantum appliance container

@QuantumJaeYoo
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@jccalvojackson Could you please give me your instructions to reproduce the result on your Nvidia cuquantum appliance container?

@jccalvojackson
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@QuantumJaeYoo the instructions are the same as those in the description of #766

@lockwo lockwo mentioned this pull request Jun 23, 2023
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4 participants
@Sinestro38 @jccalvojackson @QuantumJaeYoo @jaeyoo