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wsmosesavik-pal
wsmoses
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avik-pal
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test: make TPU ci green (#1534)
* Even more tpu work * Update basic.jl * Update TracedRArray.jl * Update TracedRArray.jl * Update TracedRArray.jl * more testing * da * Update sorting.jl * chore: run formatter * test: more tests broken * Update test/sorting.jl * test: now works --------- Co-authored-by: Avik Pal <[email protected]>
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-136
lines changed

5 files changed

+154
-136
lines changed

‎src/TracedRArray.jl

Lines changed: 9 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -1285,7 +1285,6 @@ function scan_impl!(
12851285
if init === nothing
12861286
op_in_T = Core.Compiler.return_type(op, Tuple{T,T})
12871287
op_in_T === Union{} && (op_in_T = T)
1288-
12891288
init = __default_init(T, op)
12901289
if typeof(init) != op_in_T
12911290
op_in_T = typeof(init)
@@ -1294,9 +1293,17 @@ function scan_impl!(
12941293
else
12951294
# TODO: fix this for TPUs
12961295
if contains(string(first(Reactant.devices())), "TPU")
1297-
throw(AssertionError("Currently, `init` is not supported on TPUs."))
1296+
initT = __default_init(T, op)
1297+
if initT != init && initT != something(init)
1298+
throw(
1299+
AssertionError(
1300+
"Currently, `init` is not supported on TPUs, provided value $init does not match identity $initT.",
1301+
),
1302+
)
1303+
end
12981304
end
12991305
end
1306+
13001307
init = something(init) # unwrap Some
13011308
init = TracedUtils.promote_to(TracedRNumber{unwrapped_eltype(init)}, init)
13021309

‎test/basic.jl

Lines changed: 36 additions & 34 deletions
Original file line numberDiff line numberDiff line change
@@ -1027,7 +1027,7 @@ end
10271027
times = 0:0.01:4.5
10281028
@test times isa Base.StepRangeLen
10291029
res = @jit fractional_idx(times, ConcreteRNumber(2.143))
1030-
@test res[1] == 0.29999999999997334
1030+
@test res[1] ≈ 0.29999999999997334
10311031
@test res[2] == 215
10321032
@test res[3] == 216
10331033
end
@@ -1036,7 +1036,7 @@ end
10361036
times = Reactant.to_rarray(0:0.01:4.5; track_numbers=Number)
10371037
@test times isa Reactant.TracedRNumberOverrides.TracedStepRangeLen
10381038
res = @jit fractional_idx(times, ConcreteRNumber(2.143))
1039-
@test res[1] == 0.29999999999997334
1039+
@test res[1] ≈ 0.29999999999997334
10401040
@test res[2] == 215
10411041
@test res[3] == 216
10421042
end
@@ -1291,38 +1291,40 @@ accum_fn(x, y) = abs2(x) + abs2(y)
12911291
end ≈ cumprod(b; dims=3)
12921292
end
12931293

1294-
@testset "accumulate" begin
1295-
@test @jit(accumulate(accum_fn, a_ra; init=0.0f0)) ≈
1296-
accumulate(accum_fn, a; init=0.0f0)
1297-
1298-
@test @jit(accumulate(accum_fn, b_ra; init=0.0f0, dims=1)) ≈
1299-
accumulate(accum_fn, b; dims=1, init=0.0f0)
1300-
@test @jit(accumulate(accum_fn, b_ra; init=0.0f0, dims=2)) ≈
1301-
accumulate(accum_fn, b; dims=2, init=0.0f0)
1302-
@test @jit(accumulate(accum_fn, b_ra; init=0.0f0, dims=3)) ≈
1303-
accumulate(accum_fn, b; dims=3, init=0.0f0)
1304-
1305-
@test begin
1306-
z = similar(a_ra)
1307-
@jit(accumulate!(accum_fn, z, a_ra; init=0.0f0))
1308-
z
1309-
end ≈ accumulate(accum_fn, a; init=0.0f0)
1310-
1311-
@test begin
1312-
z = similar(b_ra)
1313-
@jit(accumulate!(accum_fn, z, b_ra; init=0.0f0, dims=1))
1314-
z
1315-
end ≈ accumulate(accum_fn, b; dims=1, init=0.0f0)
1316-
@test begin
1317-
z = similar(b_ra)
1318-
@jit(accumulate!(accum_fn, z, b_ra; init=0.0f0, dims=2))
1319-
z
1320-
end ≈ accumulate(accum_fn, b; dims=2, init=0.0f0)
1321-
@test begin
1322-
z = similar(b_ra)
1323-
@jit(accumulate!(accum_fn, z, b_ra; init=0.0f0, dims=3))
1324-
z
1325-
end ≈ accumulate(accum_fn, b; dims=3, init=0.0f0)
1294+
if !contains(string(Reactant.devices()[1]), "TPU")
1295+
@testset "accumulate" begin
1296+
@test @jit(accumulate(accum_fn, a_ra; init=0.0f0)) ≈
1297+
accumulate(accum_fn, a; init=0.0f0)
1298+
1299+
@test @jit(accumulate(accum_fn, b_ra; init=0.0f0, dims=1)) ≈
1300+
accumulate(accum_fn, b; dims=1, init=0.0f0)
1301+
@test @jit(accumulate(accum_fn, b_ra; init=0.0f0, dims=2)) ≈
1302+
accumulate(accum_fn, b; dims=2, init=0.0f0)
1303+
@test @jit(accumulate(accum_fn, b_ra; init=0.0f0, dims=3)) ≈
1304+
accumulate(accum_fn, b; dims=3, init=0.0f0)
1305+
1306+
@test begin
1307+
z = similar(a_ra)
1308+
@jit(accumulate!(accum_fn, z, a_ra; init=0.0f0))
1309+
z
1310+
end ≈ accumulate(accum_fn, a; init=0.0f0)
1311+
1312+
@test begin
1313+
z = similar(b_ra)
1314+
@jit(accumulate!(accum_fn, z, b_ra; init=0.0f0, dims=1))
1315+
z
1316+
end ≈ accumulate(accum_fn, b; dims=1, init=0.0f0)
1317+
@test begin
1318+
z = similar(b_ra)
1319+
@jit(accumulate!(accum_fn, z, b_ra; init=0.0f0, dims=2))
1320+
z
1321+
end ≈ accumulate(accum_fn, b; dims=2, init=0.0f0)
1322+
@test begin
1323+
z = similar(b_ra)
1324+
@jit(accumulate!(accum_fn, z, b_ra; init=0.0f0, dims=3))
1325+
z
1326+
end ≈ accumulate(accum_fn, b; dims=3, init=0.0f0)
1327+
end
13261328
end
13271329
end
13281330

‎test/ops.jl

Lines changed: 50 additions & 46 deletions
Original file line numberDiff line numberDiff line change
@@ -560,50 +560,52 @@ end
560560
@test [2 1; 4 3] == @jit g2(x)
561561
end
562562

563-
@testset "rng_bit_generator" begin
564-
genInt32(seed) = Ops.rng_bit_generator(Int32, seed, [2, 4])
565-
genInt64(seed) = Ops.rng_bit_generator(Int64, seed, [2, 4])
566-
genUInt64(seed) = Ops.rng_bit_generator(UInt64, seed, [2, 4])
567-
genFloat32(seed) = Ops.rng_bit_generator(Float32, seed, [2, 4])
568-
genFloat64(seed) = Ops.rng_bit_generator(Float64, seed, [2, 4])
569-
570-
@testset for (alg, sz) in
571-
[("DEFAULT", 2), ("PHILOX", 2), ("PHILOX", 3), ("THREE_FRY", 2)]
572-
seed = Reactant.to_rarray(zeros(UInt64, sz))
573-
574-
res = @jit genInt32(seed)
575-
@test res.output_state !== seed
576-
@test size(res.output_state) == (sz,)
577-
@test res.output isa ConcreteRArray{Int32,2}
578-
@test size(res.output) == (2, 4)
579-
580-
seed = res.output_state
581-
res = @jit genInt64(seed)
582-
@test res.output_state !== seed
583-
@test size(res.output_state) == (sz,)
584-
@test res.output isa ConcreteRArray{Int64,2}
585-
@test size(res.output) == (2, 4)
586-
587-
seed = res.output_state
588-
res = @jit genUInt64(seed)
589-
@test res.output_state !== seed
590-
@test size(res.output_state) == (sz,)
591-
@test res.output isa ConcreteRArray{UInt64,2}
592-
@test size(res.output) == (2, 4)
593-
594-
seed = res.output_state
595-
res = @jit genFloat32(seed)
596-
@test res.output_state !== seed
597-
@test size(res.output_state) == (sz,)
598-
@test res.output isa ConcreteRArray{Float32,2}
599-
@test size(res.output) == (2, 4)
600-
601-
seed = res.output_state
602-
res = @jit genFloat64(seed)
603-
@test res.output_state !== seed
604-
@test size(res.output_state) == (sz,)
605-
@test res.output isa ConcreteRArray{Float64,2}
606-
@test size(res.output) == (2, 4)
563+
if !contains(string(Reactant.devices()[1]), "TPU")
564+
@testset "rng_bit_generator" begin
565+
genInt32(seed) = Ops.rng_bit_generator(Int32, seed, [2, 4])
566+
genInt64(seed) = Ops.rng_bit_generator(Int64, seed, [2, 4])
567+
genUInt64(seed) = Ops.rng_bit_generator(UInt64, seed, [2, 4])
568+
genFloat32(seed) = Ops.rng_bit_generator(Float32, seed, [2, 4])
569+
genFloat64(seed) = Ops.rng_bit_generator(Float64, seed, [2, 4])
570+
571+
@testset for (alg, sz) in
572+
[("DEFAULT", 2), ("PHILOX", 2), ("PHILOX", 3), ("THREE_FRY", 2)]
573+
seed = Reactant.to_rarray(zeros(UInt64, sz))
574+
575+
res = @jit genInt32(seed)
576+
@test res.output_state !== seed
577+
@test size(res.output_state) == (sz,)
578+
@test res.output isa ConcreteRArray{Int32,2}
579+
@test size(res.output) == (2, 4)
580+
581+
seed = res.output_state
582+
res = @jit genInt64(seed)
583+
@test res.output_state !== seed
584+
@test size(res.output_state) == (sz,)
585+
@test res.output isa ConcreteRArray{Int64,2}
586+
@test size(res.output) == (2, 4)
587+
588+
seed = res.output_state
589+
res = @jit genUInt64(seed)
590+
@test res.output_state !== seed
591+
@test size(res.output_state) == (sz,)
592+
@test res.output isa ConcreteRArray{UInt64,2}
593+
@test size(res.output) == (2, 4)
594+
595+
seed = res.output_state
596+
res = @jit genFloat32(seed)
597+
@test res.output_state !== seed
598+
@test size(res.output_state) == (sz,)
599+
@test res.output isa ConcreteRArray{Float32,2}
600+
@test size(res.output) == (2, 4)
601+
602+
seed = res.output_state
603+
res = @jit genFloat64(seed)
604+
@test res.output_state !== seed
605+
@test size(res.output_state) == (sz,)
606+
@test res.output isa ConcreteRArray{Float64,2}
607+
@test size(res.output) == (2, 4)
608+
end
607609
end
608610
end
609611

@@ -1225,7 +1227,8 @@ end
12251227
x_ra = Reactant.to_rarray(randn(Float32, 6, 6))
12261228
lu_ra, ipiv, perm, info = @jit Ops.lu(x_ra)
12271229

1228-
@test @jit(recon_from_lu(lu_ra)) ≈ @jit(getindex(x_ra, perm, :))
1230+
@test @jit(recon_from_lu(lu_ra)) ≈ @jit(getindex(x_ra, perm, :)) atol = 1e-5 rtol =
1231+
1e-2
12291232
end
12301233

12311234
@testset "batched" begin
@@ -1236,7 +1239,8 @@ end
12361239
@test size(perm) == (4, 3, 6)
12371240
@test size(info) == (4, 3)
12381241

1239-
@test @jit(recon_from_lu(lu_ra)) ≈ @jit(apply_permutation(x_ra, perm))
1242+
@test @jit(recon_from_lu(lu_ra)) ≈ @jit(apply_permutation(x_ra, perm)) atol = 1e-5 rtol =
1243+
1e-2
12401244
end
12411245
end
12421246

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