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Merge pull request #474 from LuxDL/ap/metal_recurrence_fix
Patch Metal Recurrent Neural Networks
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,7 +1,7 @@ | ||
| name = "Lux" | ||
| uuid = "b2108857-7c20-44ae-9111-449ecde12c47" | ||
| authors = ["Avik Pal <[email protected]> and contributors"] | ||
| version = "0.5.13" | ||
| version = "0.5.14" | ||
|
|
||
| [deps] | ||
| ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b" | ||
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@@ -33,6 +33,7 @@ FillArrays = "1a297f60-69ca-5386-bcde-b61e274b549b" | |
| Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c" | ||
| LuxAMDGPU = "83120cb1-ca15-4f04-bf3b-6967d2e6b60b" | ||
| LuxCUDA = "d0bbae9a-e099-4d5b-a835-1c6931763bda" | ||
| Metal = "dde4c033-4e86-420c-a63e-0dd931031962" | ||
| ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" | ||
| Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" | ||
| Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" | ||
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@@ -44,6 +45,7 @@ LuxComponentArraysReverseDiffExt = ["ComponentArrays", "ReverseDiff"] | |
| LuxFluxTransformExt = "Flux" | ||
| LuxLuxAMDGPUExt = "LuxAMDGPU" | ||
| LuxLuxCUDAExt = "LuxCUDA" | ||
| LuxMetalExt = "Metal" | ||
| LuxTrackerExt = "Tracker" | ||
| LuxZygoteExt = "Zygote" | ||
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@@ -66,6 +68,7 @@ LuxDeviceUtils = "0.1" | |
| LuxLib = "0.3" | ||
| MacroTools = "0.5" | ||
| Markdown = "<0.0.1, 1" | ||
| Metal = "0.5" | ||
| Optimisers = "0.2, 0.3" | ||
| PackageExtensionCompat = "1" | ||
| Random = "<0.0.1, 1" | ||
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@@ -87,6 +90,7 @@ FillArrays = "1a297f60-69ca-5386-bcde-b61e274b549b" | |
| Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c" | ||
| LuxAMDGPU = "83120cb1-ca15-4f04-bf3b-6967d2e6b60b" | ||
| LuxCUDA = "d0bbae9a-e099-4d5b-a835-1c6931763bda" | ||
| Metal = "dde4c033-4e86-420c-a63e-0dd931031962" | ||
| ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" | ||
| Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" | ||
| Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,23 @@ | ||
| module LuxMetalExt | ||
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| using Lux, LuxLib, Metal, Random | ||
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| @inline function Lux._init_hidden_state(rng::AbstractRNG, rnn, x::MtlArray) | ||
| return MtlArray(rnn.init_state(rng, rnn.out_dims, size(x, 2))) | ||
| end | ||
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| @inline function Lux._conv(x::SubArray{T, N, <:MtlArray}, weight, cdims) where {T, N} | ||
| return conv(copy(x), weight, cdims) | ||
| end | ||
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| @inline function Lux._conv_transpose(x::SubArray{T, N, <:MtlArray}, weight, | ||
| cdims) where {T, N} | ||
| return ∇conv_data(copy(x), weight, cdims) | ||
| end | ||
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| @inline function Lux._eachslice(x::MtlArray, ::Val{dims}) where {dims} | ||
| # FIXME: This is not efficient but Metal doesn't deal with views well | ||
| return [copy(selectdim(x, dims, i)) for i in axes(x, dims)] | ||
| end | ||
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| end |
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Registration pull request created: JuliaRegistries/General/98352
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