Hi, I'm trying to run your demos, but I'm getting CUDA errors. I'm using a machine with RTX 3080 with 10GB of VRAM.
(softmac) ➜ softmac git:(main) python3 demo_grip.py
[Taichi] version 1.4.1, llvm 15.0.4, commit e67c674e, linux, python 3.8.19
[Taichi] Starting on arch=cuda
[E 06/12/24 14:29:13.462 234973] [cuda_driver.h:operator()@88] CUDA Error CUDA_ERROR_OUT_OF_MEMORY: out of memory while calling malloc (cuMemAlloc_v2)
Traceback (most recent call last):
File "demo_grip.py", line 11, in <module>
from softmac.engine.taichi_env import TaichiEnv
File "/home/mateusz/Programming/SoftMAC/softmac/engine/taichi_env.py", line 13, in <module>
ti.init(arch=ti.gpu, debug=False, fast_math=True, device_memory_GB=9)
File "/home/mateusz/anaconda3/envs/softmac/lib/python3.8/site-packages/taichi/lang/misc.py", line 473, in init
impl.get_runtime().prog.materialize_runtime()
RuntimeError: [cuda_driver.h:operator()@88] CUDA Error CUDA_ERROR_OUT_OF_MEMORY: out of memory while calling malloc (cuMemAlloc_v2)
(softmac) ➜ softmac git:(main) ✗ python3 demo_grip.py
[Taichi] version 1.4.1, llvm 15.0.4, commit e67c674e, linux, python 3.8.19
[Taichi] Starting on arch=cuda
Building primitive
enable_external_force: True
friction: 0.001
urdf_path: assets/gripper/gripper.urdf
Mesh: assets/gripper/palm.obj
Loading cached sdf...
Building primitive
enable_external_force: True
friction: 0.001
urdf_path: assets/gripper/gripper.urdf
Mesh: assets/gripper/finger.obj
Loading cached sdf...
Building primitive
enable_external_force: True
friction: 0.001
urdf_path: assets/gripper/gripper.urdf
Mesh: assets/gripper/finger.obj
Loading cached sdf...
{'offset': (0.0, 0.0, 0.0), 'path': PosixPath('envs/grip/grip_mpm_init_state.npy'), 'color': 7939085}
Taichi JIT:0: allocate_from_buffer: block: [0,0,0], thread: [0,0,0] Assertion `Out of CUDA pre-allocated memory.
Consider using ti.init(device_memory_fraction=0.9) or ti.init(device_memory_GB=4) to allocate more GPU memory` failed.
[E 06/12/24 14:30:44.219 238194] [cuda_driver.h:operator()@88] CUDA Error CUDA_ERROR_ASSERT: device-side assert triggered while calling stream_synchronize (cuStreamSynchronize)
Traceback (most recent call last):
File "demo_grip.py", line 193, in <module>
main(args)
File "demo_grip.py", line 116, in main
env = TaichiEnv(cfg)
File "/home/mateusz/Programming/SoftMAC/softmac/engine/taichi_env.py", line 59, in __init__
self.initialize()
File "/home/mateusz/Programming/SoftMAC/softmac/engine/taichi_env.py", line 66, in initialize
self.primitives.initialize()
File "/home/mateusz/Programming/SoftMAC/softmac/engine/primitive/primitives.py", line 56, in initialize
self.set_softness(666.)
File "/home/mateusz/Programming/SoftMAC/softmac/engine/primitive/primitives.py", line 45, in set_softness
i.softness[None] = softness
File "/home/mateusz/anaconda3/envs/softmac/lib/python3.8/site-packages/taichi/lang/util.py", line 310, in wrapped
return func(*args, **kwargs)
File "/home/mateusz/anaconda3/envs/softmac/lib/python3.8/site-packages/taichi/lang/field.py", line 361, in __setitem__
self._initialize_host_accessors()
File "/home/mateusz/anaconda3/envs/softmac/lib/python3.8/site-packages/taichi/lang/field.py", line 256, in _initialize_host_accessors
taichi.lang.impl.get_runtime().materialize()
File "/home/mateusz/anaconda3/envs/softmac/lib/python3.8/site-packages/taichi/lang/impl.py", line 408, in materialize
self.materialize_root_fb(not self.materialized)
File "/home/mateusz/anaconda3/envs/softmac/lib/python3.8/site-packages/taichi/lang/impl.py", line 340, in materialize_root_fb
root.finalize(raise_warning=not is_first_call)
File "/home/mateusz/anaconda3/envs/softmac/lib/python3.8/site-packages/taichi/_snode/fields_builder.py", line 150, in finalize
return self._finalize(raise_warning, compile_only=False)
File "/home/mateusz/anaconda3/envs/softmac/lib/python3.8/site-packages/taichi/_snode/fields_builder.py", line 162, in _finalize
_ti_core.finalize_snode_tree(_snode_registry, self.ptr,
RuntimeError: [cuda_driver.h:operator()@88] CUDA Error CUDA_ERROR_ASSERT: device-side assert triggered while calling stream_synchronize (cuStreamSynchronize)
[E 06/12/24 14:30:44.446 238194] [cuda_driver.h:operator()@88] CUDA Error CUDA_ERROR_ASSERT: device-side assert triggered while calling stream_synchronize (cuStreamSynchronize)
[1] 238194 IOT instruction (core dumped) python3 demo_grip.py