Comments (2)
shanecandoit
commented on June 26, 2024
Your chance to learn some openCL GPU programming!
This file (https://github.com/geohot/tinygrad/blob/master/tinygrad/opsgpu.py) only has these GPU ops:
- Add
- Mul
- Sum
- Dot
This file (https://github.com/geohot/tinygrad/blob/master/tinygrad/ops.py) has these additional CPU ops.
These operations need to be implemented in OpenCL wiki, pyopencl docs and added to the "opsgpu.py" file.
- Sub
- Pow
- Dot
- Pad2D
- Reshape
- ReLU
- Sigmoid
- LogSoftmax
- Conv2D
- MaxPool2D
- AvgPool2D
from tinygrad.
geohot
commented on June 26, 2024
All forward passes should be good, just backward passes broken.
from tinygrad.
Related Issues (20)
- [WIP] Proposal: Shared memory allocation for multi reduce
- Consecutive reduceop fusion HOT 1
- Linearize produces worse ordering for PTX than CUDA
- Things to delete from the Linearizer (growing list)
- Incorrect results unless realized early HOT 1
- IDIV may return float. Integer division by zero does not error like PyTorch HOT 2
- test/test_dtype_alu.py failed with PYTHON backend
- [proposal] delete unsafe_pad_ops from schedule.py
- PYTHON backend does not handle overflow half HOT 2
- slow lm_head matmul kernel HOT 1
- bf16 cifar on AMD benchmark has nan loss HOT 1
- Proof or disproof of the mergeability of two arbitrary ShapeTrackers in Lean (see docs/reshape_without_symbolic.md) HOT 1
- Taylor approximations (or other approximation) for LOG2/EXP2/SIN in function.py passing all tests HOT 1
- swapping stride and flip creates different shapetrackers HOT 1
- hash and eq for UOp: proposal / clarification request HOT 4
- t.shard(axis=0) does not free unused parts of buffer in origin device
- framework for measuring speed across a diverse set of kernels
- process_replay.py broken on main? HOT 10
- multi uneven shard failed with invalid shrink HOT 1
- 'LazyBuffer' object has no attribute 'srcs'
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