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| author | Dan Gohman <sunfish@mozilla.com> | 2015-08-21 08:26:54 -0700 |
|---|---|---|
| committer | Dan Gohman <sunfish@mozilla.com> | 2015-08-21 08:26:54 -0700 |
| commit | 773dca0adefcdd44e6cbced6507822c1bfdb94d8 (patch) | |
| tree | df9e2d7bc5165ede2b5896f4549f5f214f56494f | |
| parent | 5a0c997f03067721eebc5ce4999ea0b2a8726b80 (diff) | |
| parent | fc93b347c35666ee5334e621a076fdbdd167127b (diff) | |
| download | nanowasm-design-773dca0adefcdd44e6cbced6507822c1bfdb94d8.tar.gz | |
Merge pull request #265 from WebAssembly/jit-library
Add a page about a JIT/Optimization library idea.
| -rw-r--r-- | FAQ.md | 2 | ||||
| -rw-r--r-- | FutureFeatures.md | 52 | ||||
| -rw-r--r-- | JITLibrary.md | 87 |
3 files changed, 94 insertions, 47 deletions
@@ -220,7 +220,7 @@ WebAssembly implementations run on the user side, so there is no opportunity for * Many of the important fast-math optimizations happen in the mid-level optimizer of a compiler, before WebAssembly code is emitted. For example, loop vectorization that depends on floating point reassociation can still be done at this level if the user applies the appropriate fast-math flags, so WebAssembly programs can still enjoy these benefits. As another example, compilers can replace floating point division with floating point multiplication by a reciprocal in WebAssembly programs just as they do for other platforms. - * Mid-level compiler optimizations may also be augmented by implementing them in a JIT library in WebAssembly. This would allow them to perform optimizations that benefit from having [information about the target](FeatureTest.md) and information about the source program semantics such as fast-math flags at the same time. For example, if SIMD types wider than 128-bit are added, it's expected that there would be feature tests allowing WebAssembly code to determine which SIMD types to use on a given platform. + * Mid-level compiler optimizations may also be augmented by implementing them in a [JIT library](JITLibrary.md) in WebAssembly. This would allow them to perform optimizations that benefit from having [information about the target](FeatureTest.md) and information about the source program semantics such as fast-math flags at the same time. For example, if SIMD types wider than 128-bit are added, it's expected that there would be feature tests allowing WebAssembly code to determine which SIMD types to use on a given platform. * When WebAssembly [adds an FMA operation](FutureFeatures.md#additional-floating-point-operations), folding multiply and add sequences into FMA operators will be possible. diff --git a/FutureFeatures.md b/FutureFeatures.md index 0391ed2..1604636 100644 --- a/FutureFeatures.md +++ b/FutureFeatures.md @@ -171,7 +171,7 @@ include: [a proposal in the SIMD.js repository]: https://github.com/tc39/ecmascript_simd/issues/180 -## Platform-independent Just-in-Time compilation +## Platform-independent Just-in-Time (JIT) compilation WebAssembly is a new virtual ISA, and as such applications won't be able to simply reuse their existing JIT-compiler backends. Applications will instead @@ -195,6 +195,11 @@ should support: * Code unloading capabilities, especially in the context of code garbage collection and defragmentation. +WebAssembly's JIT interface would likely be fairly low-level. However, there +are use cases for higher-level functionality and optimization too. One avenue +for addressing these use cases is a +[JIT and Optimization library](JITLibrary.md). + ## Multiprocess support * `vfork`. @@ -287,51 +292,6 @@ techniques such as double-double arithmetic. If we standardize 128-bit floating point in WebAssembly, it will probably be standard IEEE-754 quadruple precision. -## Floating point library intrinsics - -These operations aren't needed for the MVP because they can be implemented in -WebAssembly code and linked into WebAssembly modules at small size cost (as is -traditionally done through C libraries such as libm). This approach: - -* Avoids a non-trivial specification burden for their semantics, precision, and - performance. -* Allows developers to make different application-specific tradeoffs of - precision/robustness versus performance, while still getting deterministic - results across implementations. -* Reduces the implementation burden for WebAssembly, since more than the few - math functions listed below may be needed by different developers. - -[Dynamic linking](FutureFeatures.md#dynamic-linking) will also allow caching of -libm, making this already low-cost sharing trivial. - -Adding these intrinsics would potentially allow for better high-level backend -optimization of these intrinsics that require builtin knowledge of their -semantics. WebAssembly may support these operations in the future if data shows -it would be useful. The rounding behavior of these operations would need -clarification. - - - * `float64.sin`: trigonometric sine - * `float64.cos`: trigonometric cosine - * `float64.tan`: trigonometric tangent - * `float64.asin`: trigonometric arcsine - * `float64.acos`: trigonometric arccosine - * `float64.atan`: trigonometric arctangent - * `float64.atan2`: trigonometric arctangent with two arguments - * `float64.exp`: exponentiate e - * `float64.ln`: natural logarithm - * `float64.pow`: exponentiate - * `float32.sin`: trigonometric sine - * `float32.cos`: trigonometric cosine - * `float32.tan`: trigonometric tangent - * `float32.asin`: trigonometric arcsine - * `float32.acos`: trigonometric arccosine - * `float32.atan`: trigonometric arctangent - * `float32.atan2`: trigonometric arctangent with two arguments - * `float32.exp`: exponentiate e - * `float32.ln`: natural logarithm - * `float32.pow`: exponentiate - ## Full IEEE-754 conformance WebAssembly floating point conforms IEEE-754 in most respects, but there are a diff --git a/JITLibrary.md b/JITLibrary.md new file mode 100644 index 0000000..71167c5 --- /dev/null +++ b/JITLibrary.md @@ -0,0 +1,87 @@ +# JIT and Optimization Library + +WebAssembly's +[Just-in-Time compilation (JIT)](FutureFeatures.md#platform-independent-just-in-time-jit-compilation) +interface will likely be fairly low-level, exposing general-purpose primitives +rather than higher-level functionality. Still, there is a need for higher-level +functionality, and for greater flexibility than the WebAssembly spec can provide. +There is also a need for experimentation, particularly in the area of +applications wishing to dynamically generate new code, to determine which features +and interfaces are most appropriate. JIT and Optimization libraries that would run +inside WebAssembly and provide support and higher-level features would fit this +need very well. + +Such libraries wouldn't be part of the WebAssembly spec itself, but the concept +is relevant to discuss here because features that we can expect to address in +libraries are features that we may not need to add to the spec. This strategy +can help keep the spec itself simple and reduce the surface area of features +required of every spec implementation. + +And, libraries will facilitate light-weight experimentation with new features +that we may eventually want to add to WebAssembly itself. In a library layer, +we can quickly iterate, experiment, and gain real-world insight, before adding +features to the spec itself and freezing all the details. And as new features +are standardized, libraries will become the polyfills which will help those +features gain adoption. + +This raises the question of how we should decide which features belong in the +spec, and which belong in a library. Some of the fundamental advantages of +putting functionality in a library rather than in the spec and in implementations +themselves include: + + * A library can freely choose to offer greater degrees of undefined behavior, + implementation-defined behavior, unspecified behavior, and so on. This means + it can perform much more aggressive optimizations, including many that are + extremely common in optimizing compilers and might otherwise seem missing in + the WebAssembly spec itself: + * Constant folding, strength reduction, and code motion of math functions + such as `sin`, `cos`, `exp`, `log`, `pow`, and `atan2`. + * Performing aggressive expression simplifications that depend on assuming + that integer arithmetic doesn't overflow. + * Performing GVN with redundant load elimination, and other optimizations + based on aliasing rules that incur undefined behavior if they are violated. + * Vectorization that utilizes both floating point reassociation and + awareness of the underlying platform through + [feature testing](FeatureTest.md). + + * A library can support higher-level features, and features that are tailored + to certain applications, whereas the WebAssembly spec itself is limited to + general-purpose primitives. Possible examples of this are: + * A richer type system, which could include things like complex, rational, + arbitrary bitwidth integers, non-power-of-2 SIMD types, interval + arithmetic, etc. + * A higher-level type system, which could include basic polymorphism of + various kinds (either with true dynamism or with monomorphisation). + * Richer control flow constructs. + * A broader set of operations, such as string-handling operations, + data type serialization, testing facilities, and linear algebra + operations, all of which can benefit from being integrated at the + language level. + Since every feature required in the spec itself will need to be implemented + by all implementations, domain-specific features run the risk of making + people "pay for what they don't use". With features libraries, people need + only pay for the features they choose to use. + + * A library can evolve over time to meet the changing needs of higher-level + languages. In practice, compiler IRs such as LLVM IR evolve to add new + features, change existing features, and sometimes remove features, and these + kinds of changes are much harder to do in a spec. + +The library approach also means that applications using a particular version +of a library can get consistent behavior and performance, because of the +determinism of the underlying WebAssembly platform. + +A significant range of approaches are possible: + + * "Customized WebAssembly". This might involve a library whose input format + is conceptually WebAssembly but with some additional features. The library + could optimize and then lower those features leaving standard WebAssembly + to present to the underlying implementation. + + * "Bring Your Own Compiler" There's nothing stopping one from bundling + full-fledged AOT-style compilers that compile an independent source language + or IR into WebAssembly right there in WebAssembly itself. Obviously this + will involve tradeoffs in terms of download size and startup time, but it + would allow a unique degree of flexibility. + + * And many things in between. |
