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* [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI
@ 2017-03-07 18:35 bugzilla-daemon
  2017-03-07 18:36 ` bugzilla-daemon
                   ` (11 more replies)
  0 siblings, 12 replies; 13+ messages in thread
From: bugzilla-daemon @ 2017-03-07 18:35 UTC (permalink / raw)
  To: dri-devel


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https://bugs.freedesktop.org/show_bug.cgi?id=100105

            Bug ID: 100105
           Summary: Make Theano OpenCL support work on Clover and RadeonSI
           Product: Mesa
           Version: git
          Hardware: Other
                OS: All
            Status: NEW
          Severity: major
          Priority: medium
         Component: Drivers/Gallium/radeonsi
          Assignee: dri-devel@lists.freedesktop.org
          Reporter: vedran@miletic.net
        QA Contact: dri-devel@lists.freedesktop.org

$ DEVICE="opencl0:0" python -c "import pygpu;pygpu.test()"
pygpu is installed in
/usr/lib64/python2.7/site-packages/pygpu-0.6.2-py2.7-linux-x86_64.egg/pygpu
NumPy version 1.11.2
NumPy relaxed strides checking option: False
NumPy is installed in /usr/lib64/python2.7/site-packages/numpy
Python version 2.7.13 (default, Jan 12 2017, 17:59:37) [GCC 6.3.1 20161221 (Red
Hat 6.3.1-1)]
nose version 1.3.7
*** Testing for AMD FIJI (DRM 3.8.0 / 4.9.13-200.fc25.x86_64, LLVM 5.0.0)

========================================================

AN INTERNAL KERNEL BUILD ERROR OCCURRED!
device name = AMD FIJI (DRM 3.8.0 / 4.9.13-200.fc25.x86_64, LLVM 5.0.0)
error = -43
memory pattern = Register accumulation based swap, computing kernel generator
Subproblem dimensions: dims[0].itemY = 32, dims[0].itemX = 32, dims[0].y = 32,
dims[0].x = 32, dims[0].bwidth = 64; ; dims[1].itemY = 4, dims[1].itemX = 4,
dims[1].y = 4, dims[1].x = 4, dims[1].bwidth = 8; ; 
Parallelism granularity: pgran->wgDim = 1, pgran->wgSize[0] = 64,
pgran->wgSize[1] = 1, pgran->wfSize = 64
Kernel extra flags: 369130144
Source:

#ifdef DOUBLE_PRECISION
    #ifdef cl_khr_fp64
    #pragma OPENCL EXTENSION cl_khr_fp64 : enable
    #else
    #pragma OPENCL EXTENSION cl_amd_fp64 : enable
    #endif
#endif

__kernel void Sdot_kernel( __global float *_X, __global float *_Y, __global
float *scratchBuff,
                                        uint N, uint offx, int incx, uint offy,
int incy, int doConj )
{
    __global float *X = _X + offx;
    __global float *Y = _Y + offy;
    float dotP = (float) 0.0;

    if ( incx < 0 ) {
        X = X + (N - 1) * abs(incx);
    }
    if ( incy < 0 ) {
        Y = Y + (N - 1) * abs(incy);
    }

    int gOffset;
    for( gOffset=(get_global_id(0) * 4); (gOffset + 4 - 1)<N; gOffset+=(
get_global_size(0) * 4 ) )
    {
        float4 vReg1, vReg2, res;

        #ifdef INCX_NONUNITY
             vReg1 = (float4)(  (X + (gOffset*incx))[0 + ( incx * 0)],  (X +
(gOffset*incx))[0 + ( incx * 1)],  (X + (gOffset*incx))[0 + ( incx * 2)],  (X +
(gOffset*incx))[0 + ( incx * 3)]);
        #else
            vReg1 = vload4(  0, (__global float *) (X + gOffset) );
        #endif

        #ifdef INCY_NONUNITY
             vReg2 = (float4)(  (Y + (gOffset*incy))[0 + ( incy * 0)],  (Y +
(gOffset*incy))[0 + ( incy * 1)],  (Y + (gOffset*incy))[0 + ( incy * 2)],  (Y +
(gOffset*incy))[0 + ( incy * 3)]);
        #else
            vReg2 = vload4(  0, (__global float *) (Y + gOffset) );
        #endif

        ;
         res =  vReg1 *  vReg2 ;
        dotP +=  res .S0 +  res .S1 +  res .S2 +  res .S3;
;          // Add-up elements in the vector to give a scalar
    }

    // Loop for the last thread to handle the tail part of the vector
    // Using the same gOffset used above
    for( ; gOffset<N; gOffset++ )
    {
        float sReg1, sReg2, res;
        sReg1 = X[gOffset * incx];
        sReg2 = Y[gOffset * incy];

        ;
             res =  sReg1 *  sReg2 ;
             dotP =  dotP +  res ;
        }

    // Note: this has to be called outside any if-conditions- because REDUCTION
uses barrier
    // dotP of work-item 0 will have the final reduced item of the work-group
    __local float viraW [ 64 ];
        uint kFbwL = get_local_id(0);
         viraW [ kFbwL ] =  dotP ;
        barrier(CLK_LOCAL_MEM_FENCE);

        if( kFbwL < 32 ) {
                 viraW [ kFbwL ] = viraW [ kFbwL ] + viraW [ kFbwL + 32 ];
        }
        barrier(CLK_LOCAL_MEM_FENCE);

        if( kFbwL < 16 ) {
                 viraW [ kFbwL ] = viraW [ kFbwL ] + viraW [ kFbwL + 16 ];
        }
        barrier(CLK_LOCAL_MEM_FENCE);

        if( kFbwL < 8 ) {
                 viraW [ kFbwL ] = viraW [ kFbwL ] + viraW [ kFbwL + 8 ];
        }
        barrier(CLK_LOCAL_MEM_FENCE);

        if( kFbwL < 4 ) {
                 viraW [ kFbwL ] = viraW [ kFbwL ] + viraW [ kFbwL + 4 ];
        }
        barrier(CLK_LOCAL_MEM_FENCE);

        if( kFbwL < 2 ) {
                 viraW [ kFbwL ] = viraW [ kFbwL ] + viraW [ kFbwL + 2 ];
        }
        barrier(CLK_LOCAL_MEM_FENCE);

        if( kFbwL == 0 ) {
         dotP  = viraW [0] + viraW [1];
        }

    if( (get_local_id(0)) == 0 ) {
        scratchBuff[ get_group_id(0) ] = dotP;
    }
}



--------------------------------------------------------

Build log:


========================================================

Segmentation fault (core dumped)

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^ permalink raw reply	[flat|nested] 13+ messages in thread

* [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI
  2017-03-07 18:35 [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI bugzilla-daemon
@ 2017-03-07 18:36 ` bugzilla-daemon
  2017-03-15 13:39 ` bugzilla-daemon
                   ` (10 subsequent siblings)
  11 siblings, 0 replies; 13+ messages in thread
From: bugzilla-daemon @ 2017-03-07 18:36 UTC (permalink / raw)
  To: dri-devel


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https://bugs.freedesktop.org/show_bug.cgi?id=100105

Vedran Miletić <vedran@miletic.net> changed:

           What    |Removed                     |Added
----------------------------------------------------------------------------
             Blocks|                            |99553
                URL|                            |http://deeplearning.net/sof
                   |                            |tware/libgpuarray/installat
                   |                            |ion.html


Referenced Bugs:

https://bugs.freedesktop.org/show_bug.cgi?id=99553
[Bug 99553] Tracker bug for runnning OpenCL applications on Clover
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^ permalink raw reply	[flat|nested] 13+ messages in thread

* [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI
  2017-03-07 18:35 [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI bugzilla-daemon
  2017-03-07 18:36 ` bugzilla-daemon
@ 2017-03-15 13:39 ` bugzilla-daemon
  2017-03-22 14:08 ` bugzilla-daemon
                   ` (9 subsequent siblings)
  11 siblings, 0 replies; 13+ messages in thread
From: bugzilla-daemon @ 2017-03-15 13:39 UTC (permalink / raw)
  To: dri-devel


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https://bugs.freedesktop.org/show_bug.cgi?id=100105

Vedran Miletić <vedran@miletic.net> changed:

           What    |Removed                     |Added
----------------------------------------------------------------------------
         Depends on|                            |100212


Referenced Bugs:

https://bugs.freedesktop.org/show_bug.cgi?id=100212
[Bug 100212] Implement vload_* and vstore_* to make Theano/libgpuarray working
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^ permalink raw reply	[flat|nested] 13+ messages in thread

* [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI
  2017-03-07 18:35 [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI bugzilla-daemon
  2017-03-07 18:36 ` bugzilla-daemon
  2017-03-15 13:39 ` bugzilla-daemon
@ 2017-03-22 14:08 ` bugzilla-daemon
  2017-09-18 22:55 ` bugzilla-daemon
                   ` (8 subsequent siblings)
  11 siblings, 0 replies; 13+ messages in thread
From: bugzilla-daemon @ 2017-03-22 14:08 UTC (permalink / raw)
  To: dri-devel


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https://bugs.freedesktop.org/show_bug.cgi?id=100105

Vedran Miletić <vedran@miletic.net> changed:

           What    |Removed                     |Added
----------------------------------------------------------------------------
         Depends on|                            |94273


Referenced Bugs:

https://bugs.freedesktop.org/show_bug.cgi?id=94273
[Bug 94273] Clover on RadeonSI OpenCL segfault during testing of clBLAS
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* [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI
  2017-03-07 18:35 [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI bugzilla-daemon
                   ` (2 preceding siblings ...)
  2017-03-22 14:08 ` bugzilla-daemon
@ 2017-09-18 22:55 ` bugzilla-daemon
  2018-02-06 18:54 ` bugzilla-daemon
                   ` (7 subsequent siblings)
  11 siblings, 0 replies; 13+ messages in thread
From: bugzilla-daemon @ 2017-09-18 22:55 UTC (permalink / raw)
  To: dri-devel


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https://bugs.freedesktop.org/show_bug.cgi?id=100105

--- Comment #1 from Jan Vesely <jan.vesely@rutgers.edu> ---
*** Testing for AMD Radeon R7 Graphics (CARRIZO / DRM 3.18.0 / 4.11.0-ROC, LLVM
5.0.0)

Ran 6670 tests in 785.274s

FAILED (SKIP=12, errors=580, failures=12)

all errors are caused by:
TypeError: This is for CUDA arrays.

I haven't investigated the failures.


There are couple of patches needed:
https://github.com/Theano/libgpuarray/pull/534
https://github.com/Theano/libgpuarray/pull/535

http://lists.llvm.org/pipermail/libclc-dev/2017-September/002449.html

and:
diff --git a/src/cluda_opencl.h b/src/cluda_opencl.h
index 6e0095c..e93aa8b 100644
--- a/src/cluda_opencl.h
+++ b/src/cluda_opencl.h
@@ -48,9 +48,9 @@ typedef struct _ga_half {
 } ga_half;

 #define ga_half2float(p) vload_half(0, &((p).data))
-static inline ga_half ga_float2half(ga_float f) {
+inline ga_half ga_float2half(ga_float f) {
   ga_half r;
-  vstore_half_rtn(f, 0, &r.data);
+  vstore_half(f, 0, &r.data);
   return r;
 }
diff --git a/src/gpuarray_buffer_opencl.c b/src/gpuarray_buffer_opencl.c
index 8f12811..2041ca2 100644
--- a/src/gpuarray_buffer_opencl.c
+++ b/src/gpuarray_buffer_opencl.c
@@ -146,7 +146,7 @@ cl_ctx *cl_make_ctx(cl_context ctx, gpucontext_props *p) {
   CL_CHECKN(global_err, clGetDeviceInfo(id, CL_DEVICE_VERSION,
                                         device_version_size,
                                         device_version, NULL));
-  if (device_version[7] == '1' && device_version[9] < '2') {
+  if (device_version[7] == '1' && device_version[9] < '1') {
     error_set(global_err, GA_UNSUPPORTED_ERROR,
               "We only support OpenCL 1.2 and up");
     return NULL;

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^ permalink raw reply related	[flat|nested] 13+ messages in thread

* [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI
  2017-03-07 18:35 [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI bugzilla-daemon
                   ` (3 preceding siblings ...)
  2017-09-18 22:55 ` bugzilla-daemon
@ 2018-02-06 18:54 ` bugzilla-daemon
  2018-04-04 23:37 ` bugzilla-daemon
                   ` (6 subsequent siblings)
  11 siblings, 0 replies; 13+ messages in thread
From: bugzilla-daemon @ 2018-02-06 18:54 UTC (permalink / raw)
  To: dri-devel


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https://bugs.freedesktop.org/show_bug.cgi?id=100105
Bug 100105 depends on bug 100212, which changed state.

Bug 100212 Summary: Implement vload_* and vstore_* to make Theano/libgpuarray working
https://bugs.freedesktop.org/show_bug.cgi?id=100212

           What    |Removed                     |Added
----------------------------------------------------------------------------
             Status|NEW                         |RESOLVED
         Resolution|---                         |FIXED

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* [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI
  2017-03-07 18:35 [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI bugzilla-daemon
                   ` (4 preceding siblings ...)
  2018-02-06 18:54 ` bugzilla-daemon
@ 2018-04-04 23:37 ` bugzilla-daemon
  2018-04-04 23:52 ` bugzilla-daemon
                   ` (5 subsequent siblings)
  11 siblings, 0 replies; 13+ messages in thread
From: bugzilla-daemon @ 2018-04-04 23:37 UTC (permalink / raw)
  To: dri-devel


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https://bugs.freedesktop.org/show_bug.cgi?id=100105

--- Comment #2 from Jan Vesely <jan.vesely@rutgers.edu> ---
Latest update:
diff --git a/src/cluda_opencl.h b/src/cluda_opencl.h
index 6e0095c..8ba2d14 100644
--- a/src/cluda_opencl.h
+++ b/src/cluda_opencl.h
@@ -48,7 +48,7 @@ typedef struct _ga_half {
 } ga_half;

 #define ga_half2float(p) vload_half(0, &((p).data))
-static inline ga_half ga_float2half(ga_float f) {
+inline ga_half ga_float2half(ga_float f) {
   ga_half r;
   vstore_half_rtn(f, 0, &r.data);
   return r;
diff --git a/src/gpuarray_buffer_opencl.c b/src/gpuarray_buffer_opencl.c
index 8f12811..2041ca2 100644
--- a/src/gpuarray_buffer_opencl.c
+++ b/src/gpuarray_buffer_opencl.c
@@ -146,7 +146,7 @@ cl_ctx *cl_make_ctx(cl_context ctx, gpucontext_props *p) {
   CL_CHECKN(global_err, clGetDeviceInfo(id, CL_DEVICE_VERSION,
                                         device_version_size,
                                         device_version, NULL));
-  if (device_version[7] == '1' && device_version[9] < '2') {
+  if (device_version[7] == '1' && device_version[9] < '1') {
     error_set(global_err, GA_UNSUPPORTED_ERROR,
               "We only support OpenCL 1.2 and up");
     return NULL

>>> pygpu.test()
pygpu is installed in
/home/jvesely/.local/lib/python3.6/site-packages/pygpu-0.7.5+12.g6f0132c.dirty-py3.6-linux-x86_64.egg/pygpu
NumPy version 1.13.3
NumPy relaxed strides checking option: True
NumPy is installed in /usr/lib64/python3.6/site-packages/numpy
Python version 3.6.4 (default, Mar 13 2018, 18:18:20) [GCC 7.3.1 20180303 (Red
Hat 7.3.1-5)]
nose version 1.3.7
*** Testing for AMD Radeon R7 Graphics (CARRIZO / DRM 3.23.0 /
4.15.14-300.fc27.x86_64, LLVM 6.0.0)

----------------------------------------------------------------------
Ran 6670 tests in 995.728s

FAILED (SKIP=12, errors=580, failures=2)

All errors are: TypeError: This is for CUDA arrays.
The two failures are:
FAIL: pygpu.tests.test_elemwise.test_elemwise_f16(<built-in function add>,
'float16', 'float16', (50,))
FAIL: pygpu.tests.test_elemwise.test_elemwise_f16(<built-in function iadd>,
'float16', 'float16', (50,))

Which fail on half precision rounding error. for example:
7.0390625+7.20703125 is expected to be 14.25 but gpu returns 14.2421875
the fp32 result is 14.24609375.

The GPU result is rounded down (towards zero)
The CPU result is rounded up (away from zero)

It looks like our vstore_half_rtn is not working as expected, which is weird
because it passes CTS.

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^ permalink raw reply related	[flat|nested] 13+ messages in thread

* [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI
  2017-03-07 18:35 [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI bugzilla-daemon
                   ` (5 preceding siblings ...)
  2018-04-04 23:37 ` bugzilla-daemon
@ 2018-04-04 23:52 ` bugzilla-daemon
  2018-04-04 23:56 ` bugzilla-daemon
                   ` (4 subsequent siblings)
  11 siblings, 0 replies; 13+ messages in thread
From: bugzilla-daemon @ 2018-04-04 23:52 UTC (permalink / raw)
  To: dri-devel


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https://bugs.freedesktop.org/show_bug.cgi?id=100105

--- Comment #3 from Jan Vesely <jan.vesely@rutgers.edu> ---
(In reply to Jan Vesely from comment #2) 
> It looks like our vstore_half_rtn is not working as expected, which is weird
> because it passes CTS.

I take this back.

vstore_half_rtn rounds to negative infinity (towards 0 for positive numbers).
Changing line 53 in cluda_opencl.h:
-  vstore_half_rtn(f, 0, &r.data);
+  vstore_half_rte(f, 0, &r.data);

fixes the two failures.

Other than advertising OCL1.2 the remaining failures are NOTOURBUG.

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* [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI
  2017-03-07 18:35 [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI bugzilla-daemon
                   ` (6 preceding siblings ...)
  2018-04-04 23:52 ` bugzilla-daemon
@ 2018-04-04 23:56 ` bugzilla-daemon
  2018-04-04 23:56 ` bugzilla-daemon
                   ` (3 subsequent siblings)
  11 siblings, 0 replies; 13+ messages in thread
From: bugzilla-daemon @ 2018-04-04 23:56 UTC (permalink / raw)
  To: dri-devel


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https://bugs.freedesktop.org/show_bug.cgi?id=100105

Jan Vesely <jan.vesely@rutgers.edu> changed:

           What    |Removed                     |Added
----------------------------------------------------------------------------
           See Also|                            |https://github.com/Theano/l
                   |                            |ibgpuarray/issues/491

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* [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI
  2017-03-07 18:35 [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI bugzilla-daemon
                   ` (7 preceding siblings ...)
  2018-04-04 23:56 ` bugzilla-daemon
@ 2018-04-04 23:56 ` bugzilla-daemon
  2018-04-05 19:18 ` bugzilla-daemon
                   ` (2 subsequent siblings)
  11 siblings, 0 replies; 13+ messages in thread
From: bugzilla-daemon @ 2018-04-04 23:56 UTC (permalink / raw)
  To: dri-devel


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https://bugs.freedesktop.org/show_bug.cgi?id=100105

Jan Vesely <jan.vesely@rutgers.edu> changed:

           What    |Removed                     |Added
----------------------------------------------------------------------------
           See Also|                            |https://github.com/Theano/l
                   |                            |ibgpuarray/issues/462

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^ permalink raw reply	[flat|nested] 13+ messages in thread

* [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI
  2017-03-07 18:35 [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI bugzilla-daemon
                   ` (8 preceding siblings ...)
  2018-04-04 23:56 ` bugzilla-daemon
@ 2018-04-05 19:18 ` bugzilla-daemon
  2018-04-23 20:20 ` bugzilla-daemon
  2018-09-09 22:46 ` bugzilla-daemon
  11 siblings, 0 replies; 13+ messages in thread
From: bugzilla-daemon @ 2018-04-05 19:18 UTC (permalink / raw)
  To: dri-devel


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https://bugs.freedesktop.org/show_bug.cgi?id=100105

--- Comment #4 from Jan Vesely <jan.vesely@rutgers.edu> ---
Lowering CL requirements combined with the following pull requests:
https://github.com/Theano/libgpuarray/pull/571
https://github.com/Theano/libgpuarray/pull/570

Results in:
Ran 4970 tests in 1158.909s

OK (SKIP=12)

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* [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI
  2017-03-07 18:35 [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI bugzilla-daemon
                   ` (9 preceding siblings ...)
  2018-04-05 19:18 ` bugzilla-daemon
@ 2018-04-23 20:20 ` bugzilla-daemon
  2018-09-09 22:46 ` bugzilla-daemon
  11 siblings, 0 replies; 13+ messages in thread
From: bugzilla-daemon @ 2018-04-23 20:20 UTC (permalink / raw)
  To: dri-devel


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https://bugs.freedesktop.org/show_bug.cgi?id=100105

--- Comment #5 from Jan Vesely <jan.vesely@rutgers.edu> ---
(In reply to Jan Vesely from comment #4)
> Lowering CL requirements combined with the following pull requests:
> https://github.com/Theano/libgpuarray/pull/571
> https://github.com/Theano/libgpuarray/pull/570

Both above pull requests have been merged with slight modifications. running
CLOVER_DEVICE_VERSION_OVERRIDE=1.2 CLOVER_DEVICE_CLC_VERSION_OVERRIDE=1.2

results in:

Ran 6670 tests in 991.622s

OK (SKIP=12)

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^ permalink raw reply	[flat|nested] 13+ messages in thread

* [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI
  2017-03-07 18:35 [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI bugzilla-daemon
                   ` (10 preceding siblings ...)
  2018-04-23 20:20 ` bugzilla-daemon
@ 2018-09-09 22:46 ` bugzilla-daemon
  11 siblings, 0 replies; 13+ messages in thread
From: bugzilla-daemon @ 2018-09-09 22:46 UTC (permalink / raw)
  To: dri-devel


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https://bugs.freedesktop.org/show_bug.cgi?id=100105

Timothy Arceri <t_arceri@yahoo.com.au> changed:

           What    |Removed                     |Added
----------------------------------------------------------------------------
          Component|Drivers/Gallium/radeonsi    |Gallium/StateTracker/Clover
           Assignee|dri-devel@lists.freedesktop |mesa-dev@lists.freedesktop.
                   |.org                        |org
         QA Contact|dri-devel@lists.freedesktop |mesa-dev@lists.freedesktop.
                   |.org                        |org

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end of thread, other threads:[~2018-09-09 22:46 UTC | newest]

Thread overview: 13+ messages (download: mbox.gz follow: Atom feed
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2017-03-07 18:35 [Bug 100105] Make Theano OpenCL support work on Clover and RadeonSI bugzilla-daemon
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2017-03-15 13:39 ` bugzilla-daemon
2017-03-22 14:08 ` bugzilla-daemon
2017-09-18 22:55 ` bugzilla-daemon
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