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miladm
reviewed
Mar 21, 2024
miladm
reviewed
Mar 22, 2024
| # y = tl.load(y_ptr + offsets, mask=mask) | ||
| # output = x + y | ||
| # tl.store(output_ptr + offsets, output, mask=mask) | ||
| payload = b'x\x9c\xcdW]o\xdb6\x14E\x8b=\xcc|\n\xb6\x87\xf5\x91\xebf \xce\\\x99\xa4>,\xb9iP\x0c\x18\xf6\xb0\xae\xd8CQ\x0c\x18\nA\xb6\x98D\xa8,i\x12\x9d%3\xfc?\xf6#\xf6\xbe_\xb1\xff\xb4KR\x92E\xc5v\xd2`\x05\n\x18\xb2uy\xee9\xf7\x1e\x92\x12\x8d\xfe9A\x7f\x9d\xa0/\xa38\x0e\xdf\xf32\xe3iHb\x1a3n\xc7G\x9f=\xfd\xf7\xab\xc9\x04M&\xf8G\x9e\xf12\x12<\xc6\xf3\x1b\xfc\xea\xd5\xdb\x9f\xf1\xeb\xb7\xbf\xbc\xf9\x15\x7f\x1f-\xde?\xfb!\x8b\x01\x83\x90u\xc5\xcb*\xc93\xec[\x0cY"*/\xb8\xc0\xd52\x9c\xba\xc8\x02\xfa\x92WUX%\x7fr\xec9\x08\r\x80\xd5\xbaH\xf3y:\xd8!-\xc9\x92*\x99\xa7\x1c[<\x13\xe5\r\xde\x01:F\x03\xab\x88\xcah\x89\xad\x95\xe7\xecB\x84j8$\xe3\xfb"i\x17i\xb3\x03HvoN\x1b\x8d\x90\xb5\x8c\xae3\x91\xc4\x982\x7f\x8c)|\xd0\x1a\xf2K~\x81\xad\xa2\x04[\x07\xc3\xe2\xd4={\xde\xc4\xe6\xa0=\x18\x96\xa7\x94vb\xa0\x02\xb1\xf8\xd4W\xb14_\x0c(\xf60A\xdf\xbe\n\xc3\xf3U\xb6\x08\xe7\xfc"\xc9\xc8\xcc\x18D\x834\xd6u\xaa2%\x813\xc6\xbf\x1d0\xeb\xdd\xf3\x1d9\xee\xc1\x1c\n9\xb2\n\xb1,:\xf2\xd4\xc3v\x80\x06\xcb\xfcJy\t4\xc02\x04\x17\xack\x90\x88\xb2X\xb5)\xe3\x1e\xc4\xe5\xe0\xd4\x90\xd69\xd3\x83\xcalg\xb5\xde\xc1\x1c\xfb\xdd\xd6?\xea`\xc6\xb65\x0eK\x98\x9b\xe1BDu\x91\r\xcaU\xa8\xea2mf\xc6\x1fk\xac\xfd\xbc\xdb.\xf3\xd0 /\xdb\xb6\x02\tRH\xaf\x03\x9bb\n\xaeT\\\x14V*\xacJ\xf1\x15RV\xe3\xa7\x1d\xa8\xaf\x8b[\xa5\xd6\x1fI\xcckl\x19Ok\xb0#m\x8cc\xab\xaa\xdbV$rz%\xc6\xa0\xa1N\xb7G6\xc6\xe4\x9a\x00\xe0%\x08cpO\xee\xc3H\xf7\xb6\x96\xe3x\x03\x06J\x16\x8a\xbf\xc3\x04w\xfd\nTI]U\xa6\xf4\xdc[\xaaAO\xd5\xbeC\xd5nUY_\x95\x11\x98\x82ZU{\xa0\x9a\xb4\xe5\x85u`\xf0q\xcc\xe2\x14$\xf6\xfa\xc5\x01\xd2\xb6\xcd5HI\xbd\x08)\x93E\xaa\xf9\xe1\xbf7\xf3\xa3\xf4$\x84\xd4KW\xedZ9"\x15\xd4pAuo6\xaeD\xb77\xd5\x92\xad[\x1a\xabN\x1d\xbc1\x8bF\x83\x92\x8bv\x0b\xd1\xd9vK\xf3,\x86\x1d\x856\x00?OR\x0e\xf8\xa7\x93\xcb|\xc9\'\xf3yt\x99N\x04\x07\xad\xe2\xe6)\x0cW|!\xe0\xe1;\xb0b>_]\x84\xd1|^\xf2+4X#k\x0e\xf3\xaf\xaf\xd3\xce\x8d\xado|\x1d\n\xd4\x97\xabG\xba\x03\x9e\xfa\xd2Wf\xa4\xf8D\x0f\xe91\xcanKP\xbfsC:W\x8du\xbcNh\x7f"\xbc-\xd4M\x8d\xb3\xddn\xd4\xbfU\xb1[\xe7\xead7\xe8\xdeyv\xb7Vb\\\x07\x9b\xdb&&\xd9y\xae-\x84y\xa4\x8cv\x8a\':h\xba\xddq\xa7\x96\xad\xcd\xa1M\x0fn/\xde\xe0n\xbbCL$i\x90&\x83\xd3\x10\xd5\xf63\xba\xa3\xba4\xc9\xb8F\xd7&\x13\xc7\x94\'\x81!R\xc3\x02\xdf\xf8\xea\xe5\x12\xbf[&R\xaf\xa7\xde\x9b\xa8\x17\x94k\xb9m\xf0\xfe\xe8\xbaF\xd73\xcb \xc6wP\xdbB\xa6\xc8\xb4\xab\xe9\x94\x98\xf1\xba\xfa:\xcd\xf1\r2\'0n]3\xd7\xa5\xc6(\xf9\x94\xcb\xa2\x9d\xdd\xdb\xac\x8c]\x0b\xbdX\xcd\xb3h\xc9\xabv\xb1\xcbi\x80\xe0k\x19TS\xf1\xcc\x88Tp\xba\x13\xfa\xe4\xd1\x8b\xcd\xf6\xee\x11\xb5\x99\xea\x9d\xe4\xea\x1f\x1e\xfbt\xcd\x83\xf2z\r\xeag\xf1\x1e\xfb\xc4Mq\xdb\xbe72h\xd8\xa7#\xa6}\xdd\xd8\x07\xd9\xd7c\xd8_\x9f|\xd3\xaca\xe0\xe4\xef/\xbe\x81\xdf\xf8\x05\x86\xeb\xf1\xce7\xc9\xcc\x9b\x91\x11Z\xe6\xf1\n\xce\xdek\x84\xb1\x10\x96\xdc\x8f\x18d\xd2d\x81_\xee:\x88\x0f\xe1\xacOf\xf8k\xc0\x16\xa2<Ml8\x13\xd03\xbc\x86\xfb8Q\x07\xf9$M\xc4\r\xe8\xc2!i\x86a|sG\x05\xf0>\x05N\xfa\x118\x99\xc2*\x1e8\x94\x87=.\xffC\xa8\xec\xff\xb5\xbc\x11\x8e\x84(\x93\xf9\n\xa2x\x9d\xe5I&\x9f\xdb@p\x1e\xa5\x15\xdf\xa8\xc9\xc0xH \x02"\xf0\xdf*,\xca\xfcB\x1eh\xe1\x7f\xc5\xb5\xd6P\x12r\x8a\xe9H\xa3\x17~(\xc3/pT&\xe2\xd2Z\xe4\x19\xac\xb3L4}\xb6xV\xe3i\x0b\x85Sg\x02j\xe3\x96cw\x02\xd3\xe5,\xa3\xf7<,\xa3\xec\x02\x16\r\xac\xc3\xad\x93c\xac\x166\x04Hc\xc3\x0c\x0b\x9eUyy\xea_\xc3\xfdYKi\xd7\x94\xb6\xa6\xac\x8a4\x12\xb2\xa2\x19>\x06\xdc\x08?;\xdb\x93\xe8\xd4\x89N[<,R(^\x1e\xcd\xd8^\xb9&\xcb5\xe4\xe4\n\xb9[\xd1\xads\xbd\xad\xb3\xcb"\xc1U*@R\x1e\x06\xdd\xbd\xb2M\xea\xb4/+\xfd9\xee\xad\'\xb3\x84\xde\xe0\x96\xd3\xab9}\xcd\t\xdd\x03\x0c$d1\xddB\xfa\x04\xe3=56|\x81\xe6K\xf3(\x06\xf2\xb1\xecw\xbd\x88\x16\x97rU\xd2f~\xf9U\xb2\x10\xdd@R\xbd\xcd\xa1)8\xaen\x17\xef>7\xa6\xcd\xba#};\xe8\xc3\xed\xf0\x1bRj\xfa\xa1\x8e\xf8\x0f2\xa4ed]G(\xfd\x18\x96\x04\x8d\x96\xdd[\xce\xf2\xef!\xdd\xbf\x9e)i\x12\x9d\xbe\x97\xf6\xc3\xbd\xa4\xcd\x93\x84\xba=3\x9d\x87\x9a\xd9P\xca\x12E^r\xc9-[\xb3\xef\xe7\xe6~\xe7(k\x89\xe1\xff\xd4\xaa\xcc\xb6#\xea\xd9\xb2i\xefG\xa8\xfb[!\x0e\xbe\x14\xa93cL\x03\xd9a\xa0\xdb\x02\xed\xc3@of\x07\x1a\xe8\xdc\x05d\x9e\x06\xba\x87\x81\xd3\x19\xad\x19\xbd\xc3@\xbf\xadqz\x17\x90:\x1a\xe8\x1f\x06\x06-cp\x17\xb0aT;~?\x92\x11\xf0\xb2F\x1e\x9e\x1bFg\xac\xe1<<9\x80\xb4\xed\x1ayxv$\xe7\x08\x91\x9f\x8e\x1e=y\x84\x1f\x9d|\x86\x1e\x1f\x1d\xd5\xd7\xc7O>\xd7\xbf\xfe\x03\x97\x03\xa4b' |
Collaborator
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I expect we have more than one test kernel going fwd - wdyt we put all kernel payloads for Triton (and Pallas) in a separate yaml file?
cc @jiawenliu64
Collaborator
Author
|
The GPU CI test failed for the CUDA version issue. I'll try if the CI tests pass with a newer CUDA version. |
alanwaketan
approved these changes
May 16, 2024
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alanwaketan
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LGTM. Thanks @bhavya01. It has been a long journey!
| @@ -0,0 +1,33 @@ | |||
| #!/bin/bash | |||
Collaborator
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Comment at the top to suggest why. @will-cromar can you review this part? Appreciate it.
| @@ -0,0 +1,99 @@ | |||
| on: | |||
alanwaketan
reviewed
May 16, 2024
will-cromar
reviewed
Jun 6, 2024
vanbasten23
reviewed
Jun 6, 2024
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Add Triton kernel support to PyTorch/XLA
The torch_triton.py is adapted from https://github.com/jax-ml/jax-triton/blob/main/jax_triton/triton_lib.py