Hey I was trying to execute the functions given in topi
(https://tvm.apache.org/docs/api/python/topi.html) using opencl target but only
the ceil and floor operations seem to work the rest throws an error in tvm.
Here is my code.
> import tvm
>
> from tvm import te, topi
>
> import numpy as np
>
> n = 8
>
> A = te.placeholder((n,), name="A", dtype="int32")
>
> B = topi.sqrt(A)
>
> s = te.create_schedule(B.op)
>
> x = s[B].op.axis[0]
>
> xo, x1 = s[B].split(x, factor = 4)
> s[B].bind(xo, te.thread_axis("blockIdx.x"))
>
> s[B].bind(x1, te.thread_axis("threadIdx.x"))
>
> a_np = np.array([1, 2, 3, 4, 5, 6, 7, 8]).astype(np.int32)
>
> b_np = np.random.uniform(size=(n,)).astype(np.int32)
>
> target, ctx = 'opencl', tvm.context("opencl")
>
> a_tvm = tvm.nd.array(a_np, ctx=ctx)
>
> b_tvm = tvm.nd.array(b_np, ctx=ctx)
>
> func = tvm.build(s, [A, B], target)
>
> func(a_tvm, b_tvm)
>
> print(b_tvm)
and the error is as follows
> Traceback (most recent call last):
> File "ex.py", line 27, in <module>
> func(a_tvm, b_tvm)
> File "/home/akhil/Downloads/RedefineTVM/tvm/python/tvm/runtime/module.py",
> line 110, in __call__
> return self.entry_func(*args)
> File
> "/home/akhil/Downloads/RedefineTVM/tvm/python/tvm/_ffi/_ctypes/packed_func.py",
> line 225, in __call__
> raise get_last_ffi_error()
> tvm._ffi.base.TVMError: Traceback (most recent call last):
> [bt] (2)
> /home/akhil/Downloads/RedefineTVM/tvm/build/libtvm.so(TVMFuncCall+0x65)
> [0x7f1324be4ea5]
> [bt] (1) /home/akhil/Downloads/RedefineTVM/tvm/build/libtvm.so(+0x1768200)
> [0x7f1324bfa200]
> [bt] (0)
> /home/akhil/Downloads/RedefineTVM/tvm/build/libtvm.so(dmlc::LogMessageFatal::~LogMessageFatal()+0x82)
> [0x7f13240e9c82]
> File
> "/home/akhil/Downloads/RedefineTVM/tvm/src/runtime/opencl/opencl_module.cc",
> line 220
> File "/home/akhil/Downloads/RedefineTVM/tvm/src/runtime/library_module.cc",
> line 79
> TVMError: Check failed: ret == 0 (-1 vs. 0) : OpenCL build error for
> device=0x7f131ea0e0c0stringInput.cl:2:89: error: call to 'sqrt' is ambiguous
> /usr/lib/x86_64-linux-gnu/beignet/include/ocl_math.h:85:20: note: candidate
> function
> /usr/lib/x86_64-linux-gnu/beignet/include/ocl_math.h:184:19: note: candidate
> function
> /usr/lib/x86_64-linux-gnu/beignet/include/ocl_math.h:1431:21: note: candidate
> function
> /usr/lib/x86_64-linux-gnu/beignet/include/ocl_math.h:1432:21: note: candidate
> function
> /usr/lib/x86_64-linux-gnu/beignet/include/ocl_math.h:1433:21: note: candidate
> function
> /usr/lib/x86_64-linux-gnu/beignet/include/ocl_math.h:1434:21: note: candidate
> function
> /usr/lib/x86_64-linux-gnu/beignet/include/ocl_math.h:1435:22: note: candidate
> function
> /usr/lib/x86_64-linux-gnu/beignet/include/ocl_math.h:1436:20: note: candidate
> function
> /usr/lib/x86_64-linux-gnu/beignet/include/ocl_math.h:1437:20: note: candidate
> function
> /usr/lib/x86_64-linux-gnu/beignet/include/ocl_math.h:1438:20: note: candidate
> function
> /usr/lib/x86_64-linux-gnu/beignet/include/ocl_math.h:1439:20: note: candidate
> function
> /usr/lib/x86_64-linux-gnu/beignet/include/ocl_math.h:1440:21: note: candidate
> function
---
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