* return valid graph and execution context instead of using stack garbage.
(always 0 for now because we don't implement multiple graph/context
for this backend.)
* validate user-given graph and execution context values. reject
invalid ones.
It is reported as "Multiplication result converted to larger type".
And "Multiplication result may overflow 'Type A' before it is
converted to 'Type B'." Type A is a larger type than Type B.
Since the conversion applies after the multiplication, arithmetic
overflow may still occur.
> The rule flags every multiplication of two non-constant integer expressions
> that is (explicitly or implicitly) converted to a larger integer type. The
> conversion is an indication that the expression would produce a result that
> would be too large to fit in the smaller integer type.
the motivations:
* make the actual input size available to the backends.
(currently the backends have to make a guess from shape/type.)
* make the host logic look a bit similar to wasi_ephemeral_nn.
this is a backend api/abi change.
it should be byte size, not the number of (fp32) values.
i'm ambivalent about how to deal with the compatibility for
the legacy wamr-specific "wasi_nn". for now, i avoided changing it.
(so that existing tests using the legacy abi, namely test_tensorflow.c
and test_tensorflow_quantized.c, passes as they are.)
if we have any users who still want to use the legacy abi,
i suppose they consider the compatibility is more important
than the consistency with other backends.
cf. https://github.com/bytecodealliance/wasm-micro-runtime/issues/4376
* wasi-nn: fix context lifetime issues
use the module instance context api instead of trying to roll
our own with a hashmap. this fixes context lifetime problems mentioned in
https://github.com/bytecodealliance/wasm-micro-runtime/issues/4313.
namely,
* wasi-nn resources will be freed earlier now. before this change,
they used to be kept until the runtime shutdown. (wasm_runtime_destroy)
after this change, they will be freed together with the associated
instances.
* wasm_module_inst_t pointer uniqueness assumption (which is wrong
after wasm_runtime_deinstantiate) was lifted.
as a side effect, this change also makes a context shared among threads
within a cluster. note that this is a user-visible api/abi breaking change.
before this change, wasi-nn "handles" like wasi_ephemeral_nn_graph were
thread-local. after this change, they are shared among threads within
a cluster, similarly to wasi file descriptors. spec-wise, either behavior
should be ok simply because wasi officially doesn't have threads yet.
althogh i feel the latter semantics is more intuitive, if your application
depends on the thread-local behavior, this change breaks your application.
tested with wamr-wasi-extensions/samples/nn-cli, modified to
call each wasi-nn operations on different threads. (if you are
interested, you can find the modification at
https://github.com/yamt/wasm-micro-runtime/tree/yamt-nn-wip-20250619.)
cf.
https://github.com/bytecodealliance/wasm-micro-runtime/issues/4313https://github.com/bytecodealliance/wasm-micro-runtime/issues/2430
* runtime_lib.cmake: enable WAMR_BUILD_MODULE_INST_CONTEXT for wasi-nn
as we do for wasi (WAMR_BUILD_LIBC_WASI)
currently this is not necessary because context (WASINNContext) is
local to instance. (wasm_module_instance_t)
i plan to make a context shared among instances in a cluster when
fixing https://github.com/bytecodealliance/wasm-micro-runtime/issues/4313.
this is a preparation for that direction.
an obvious alternative is to tweak the module instance context APIs
to allow declaring some kind of contexts instance-local. but i feel,
in this particular case, it's more natural to make "wasi-nn handles"
shared among threads within a "process".
note that, spec-wise, how wasi-nn behaves wrt threads is not defined
at all because wasi officially doesn't have threads yet. i suppose, at
this point, that how wasi-nn interacts with wasi-threads is something
we need to define by ourselves, especially when we are using an outdated
wasi-nn version.
with this change, if a thread attempts to access a context while
another thread is using it, we simply make the operation fail with
the "busy" error. this is intended for the mimimum serialization to
avoid problems like crashes/leaks/etc. this is not intended to allow
parallelism or such.
no functional changes are intended at this point yet.
cf.
https://github.com/bytecodealliance/wasm-micro-runtime/issues/4313https://github.com/bytecodealliance/wasm-micro-runtime/issues/2430
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $AOT_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $CLASSIC_INTERP_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $FAST_INTERP_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $FAST_JIT_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $LLVM_EAGER_JIT_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $LLVM_LAZY_JIT_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $MULTI_TIER_JIT_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on SGX / spec_test_default (${{ needs.build_llvm_libraries.outputs.cache_key }}, ubuntu-22.04, aot, $DEFAULT_TEST_OPTIONS) (push) Has been cancelled
compilation on SGX / spec_test_default (${{ needs.build_llvm_libraries.outputs.cache_key }}, ubuntu-22.04, aot, $SIMD_TEST_OPTIONS) (push) Has been cancelled
compilation on SGX / spec_test_default (${{ needs.build_llvm_libraries.outputs.cache_key }}, ubuntu-22.04, aot, $XIP_TEST_OPTIONS) (push) Has been cancelled
compilation on SGX / spec_test_default (${{ needs.build_llvm_libraries.outputs.cache_key }}, ubuntu-22.04, classic-interp, $DEFAULT_TEST_OPTIONS) (push) Has been cancelled
compilation on SGX / spec_test_default (${{ needs.build_llvm_libraries.outputs.cache_key }}, ubuntu-22.04, fast-jit, $DEFAULT_TEST_OPTIONS) (push) Has been cancelled
as wasi-nn doesn't have these concepts, the best we can do without
risking breaking certain applications here is to pass through tensors
as they are.
this matches wasmtime's behavior.
tested with:
* wasmtime classification-example
(with this change, this example fails on tensor size mismatch
instead of implicitly resizing it.)
* license-plate-recognition-barrier-0007, a converted version
with non-fp32 output. [1]
(with this change, this model outputs integers as expected.)
[1] cd7ebe313b/models/public/license-plate-recognition-barrier-0007
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $AOT_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $CLASSIC_INTERP_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $FAST_INTERP_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $FAST_JIT_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $LLVM_EAGER_JIT_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $LLVM_LAZY_JIT_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $MULTI_TIER_JIT_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on SGX / spec_test_default (${{ needs.build_llvm_libraries.outputs.cache_key }}, ubuntu-22.04, aot, $DEFAULT_TEST_OPTIONS) (push) Has been cancelled
compilation on SGX / spec_test_default (${{ needs.build_llvm_libraries.outputs.cache_key }}, ubuntu-22.04, aot, $SIMD_TEST_OPTIONS) (push) Has been cancelled
compilation on SGX / spec_test_default (${{ needs.build_llvm_libraries.outputs.cache_key }}, ubuntu-22.04, aot, $XIP_TEST_OPTIONS) (push) Has been cancelled
compilation on SGX / spec_test_default (${{ needs.build_llvm_libraries.outputs.cache_key }}, ubuntu-22.04, classic-interp, $DEFAULT_TEST_OPTIONS) (push) Has been cancelled
compilation on SGX / spec_test_default (${{ needs.build_llvm_libraries.outputs.cache_key }}, ubuntu-22.04, fast-jit, $DEFAULT_TEST_OPTIONS) (push) Has been cancelled
- wasi_nn.h: make this compatible with wasi_ephemeral_nn
cf. https://github.com/bytecodealliance/wasm-micro-runtime/issues/4323
- fix WASM_ENABLE_WASI_EPHEMERAL_NN build
this structure is used by host logic as well.
ideally definitions for wasm and host should be separated.
until it happens, check __wasm__ to avoid the breakage.
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $AOT_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $CLASSIC_INTERP_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $FAST_INTERP_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $FAST_JIT_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $LLVM_EAGER_JIT_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $LLVM_LAZY_JIT_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on macos / build_samples_wasm_c_api (${{ needs.build_llvm_libraries_on_intel_macos.outputs.cache_key }}, $MULTI_TIER_JIT_BUILD_OPTIONS, macos-13) (push) Has been cancelled
compilation on SGX / spec_test_default (${{ needs.build_llvm_libraries.outputs.cache_key }}, ubuntu-22.04, aot, $DEFAULT_TEST_OPTIONS) (push) Has been cancelled
compilation on SGX / spec_test_default (${{ needs.build_llvm_libraries.outputs.cache_key }}, ubuntu-22.04, aot, $SIMD_TEST_OPTIONS) (push) Has been cancelled
compilation on SGX / spec_test_default (${{ needs.build_llvm_libraries.outputs.cache_key }}, ubuntu-22.04, aot, $XIP_TEST_OPTIONS) (push) Has been cancelled
compilation on SGX / spec_test_default (${{ needs.build_llvm_libraries.outputs.cache_key }}, ubuntu-22.04, classic-interp, $DEFAULT_TEST_OPTIONS) (push) Has been cancelled
compilation on SGX / spec_test_default (${{ needs.build_llvm_libraries.outputs.cache_key }}, ubuntu-22.04, fast-jit, $DEFAULT_TEST_OPTIONS) (push) Has been cancelled
* this enum is (@witx tag u8) in witx
* it seems that some wasm modules actually use non-zero padding
and cause errors
* it's a bad practice to use C enum for ABI description anyway
sync with a more appropriate version of the definitions.
as we use the "wasi_ephemeral_nn", which is p1-based, it seems
more appropriate to use definitions from witx, not wit.
it's a bit unfortunate p2-based wasi-nn made gratuitous changes
like this from p1.
note: this is an ABI change.
it seems meaningless and quite confusing to access a table with
two aliases ("lookup" and "backends") within a function.
no functional changes are intended.
