problem
stringclasses
191 values
mutant_id
stringlengths
11
61
rule
stringclasses
86 values
family
stringclasses
6 values
site
stringlengths
3
48
⌀
cls
stringclasses
3 values
killed_by_official
bool
2 classes
witness
stringclasses
168 values
groupnorm
groupnorm:store-fp16:2
store-fp16
precision
out[group_start + i] = (x[group_start + i] - mea
no_witness
false
null
groupnorm
groupnorm:sync-remove:0
sync-remove
sync
__syncthreads();
killed_by_T0
true
null
groupnorm
groupnorm:sync-remove:1
sync-remove
sync
__syncthreads();
killed_by_T0
true
null
groupnorm
groupnorm:sync-remove:2
sync-remove
sync
__syncthreads();
killed_by_T0
true
null
groupnorm
groupnorm:sync-remove:3
sync-remove
sync
__syncthreads();
killed_by_T0
true
null
groupnorm
groupnorm:sync-remove:4
sync-remove
sync
__syncthreads();
no_witness
false
null
groupnorm
groupnorm:sync2syncwarp:0
sync2syncwarp
sync
__syncthreads();
killed_by_T0
true
null
groupnorm
groupnorm:sync2syncwarp:1
sync2syncwarp
sync
__syncthreads();
killed_by_T0
true
null
groupnorm
groupnorm:sync2syncwarp:2
sync2syncwarp
sync
__syncthreads();
killed_by_T0
true
null
groupnorm
groupnorm:sync2syncwarp:3
sync2syncwarp
sync
__syncthreads();
killed_by_T0
true
null
groupnorm
groupnorm:sync2syncwarp:4
sync2syncwarp
sync
__syncthreads();
no_witness
false
null
groupnorm
groupnorm:tail-guard-tighten:0
tail-guard-tighten
boundary
if (i < group_size) {
high_value
false
T3_group_tail_spike
groupnorm
groupnorm:tail-guard-tighten:1
tail-guard-tighten
boundary
if (tid < offset) {
killed_by_T0
true
null
groupnorm
groupnorm:tail-guard-tighten:2
tail-guard-tighten
boundary
if (i < group_size) {
high_value
false
T3_group_tail_spike
groupnorm
groupnorm:tail-guard-tighten:3
tail-guard-tighten
boundary
if (tid < offset) {
killed_by_T0
true
null
groupnorm
groupnorm:tail-guard-tighten:4
tail-guard-tighten
boundary
if (i < group_size) {
killed_by_T0
true
null
groupnorm
groupnorm:tidx2tidy:0
tidx2tidy
indexing
threadIdx.x
killed_by_T0
true
null
hardsigmoid
hardsigmoid:bdim2gdim:0
bdim2gdim
indexing
blockDim.x
killed_by_T0
true
null
hardsigmoid
hardsigmoid:bidx2bidy:0
bidx2bidy
indexing
blockIdx.x
killed_by_T0
true
null
hardsigmoid
hardsigmoid:elementwise-guard-minus1:0
elementwise-guard-minus1
boundary
if (idx < n) {
killed_by_T0
true
null
hardsigmoid
hardsigmoid:fmax2fmin:0
fmax2fmin
semantic
fmaxf(
killed_by_T0
true
null
hardsigmoid
hardsigmoid:fmin2fmax:0
fmin2fmax
semantic
fminf(
killed_by_T0
true
null
hardsigmoid
hardsigmoid:grid-x-use-block-y:0
grid-x-use-block-y
indexing
blockIdx.x * blockDim.x + threadIdx.x
killed_by_T0
true
null
hardsigmoid
hardsigmoid:guard-drop-if:0
guard-drop-if
boundary
if (idx < n)
killed_by_T0
true
null
hardsigmoid
hardsigmoid:hardsigmoid-half-ulpish-perturb:0
hardsigmoid-half-ulpish-perturb
precision
+ 0.5f, 0.0f)
killed_by_T0
true
null
hardsigmoid
hardsigmoid:hardsigmoid-six-denom-perturb:0
hardsigmoid-six-denom-perturb
precision
val / 6.0f
no_witness
false
null
hardsigmoid
hardsigmoid:hardsigmoid-slope-perturb:0
hardsigmoid-slope-perturb
precision
/ 6.0f + 0.5f
no_witness
false
null
hardsigmoid
hardsigmoid:lt2gt:0
lt2gt
boundary
idx < n)
killed_by_T0
true
null
hardsigmoid
hardsigmoid:lt2le:0
lt2le
boundary
idx < n)
no_witness
false
null
hardsigmoid
hardsigmoid:mul2div:0
mul2div
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
hardsigmoid
hardsigmoid:mul2plus:0
mul2plus
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
hardsigmoid
hardsigmoid:nested-unit-clamp-drop-upper:0
nested-unit-clamp-drop-upper
semantic
fminf(fmaxf(val / 6.0f + 0.5f, 0.0f), 1.0f)
high_value
false
T1_signed
hardsigmoid
hardsigmoid:plus2minus:0
plus2minus
arithmetic
blockDim.x + threadIdx.x
killed_by_T0
true
null
hardsigmoid
hardsigmoid:plus2minus:1
plus2minus
arithmetic
6.0f + 0.5f
killed_by_T0
true
null
hardsigmoid
hardsigmoid:store-fp16:0
store-fp16
precision
out[idx] = fminf(fmaxf(val / 6.0f + 0.5f, 0.0f),
no_witness
false
null
hardsigmoid
hardsigmoid:tail-guard-tighten:0
tail-guard-tighten
boundary
if (idx < n) {
killed_by_T0
true
null
hardsigmoid
hardsigmoid:tidx2tidy:0
tidx2tidy
indexing
threadIdx.x
killed_by_T0
true
null
hardtanh
hardtanh:bdim2gdim:0
bdim2gdim
indexing
blockDim.x
killed_by_T0
true
null
hardtanh
hardtanh:bidx2bidy:0
bidx2bidy
indexing
blockIdx.x
killed_by_T0
true
null
hardtanh
hardtanh:clamp-bound-perturb:0
clamp-bound-perturb
precision
fminf(fmaxf(val, -1.0f), 1.0f)
no_witness
false
null
hardtanh
hardtanh:elementwise-guard-minus1:0
elementwise-guard-minus1
boundary
if (idx < n) {
killed_by_T0
true
null
hardtanh
hardtanh:fmax2fmin:0
fmax2fmin
semantic
fmaxf(
killed_by_T0
true
null
hardtanh
hardtanh:fmin2fmax:0
fmin2fmax
semantic
fminf(
killed_by_T0
true
null
hardtanh
hardtanh:grid-x-use-block-y:0
grid-x-use-block-y
indexing
blockIdx.x * blockDim.x + threadIdx.x
killed_by_T0
true
null
hardtanh
hardtanh:guard-drop-if:0
guard-drop-if
boundary
if (idx < n)
killed_by_T0
true
null
hardtanh
hardtanh:lower-negunit-clamp-remove:0
lower-negunit-clamp-remove
semantic
fmaxf(val, -1.0f)
high_value
false
T1_signed
hardtanh
hardtanh:lt2gt:0
lt2gt
boundary
idx < n)
killed_by_T0
true
null
hardtanh
hardtanh:lt2le:0
lt2le
boundary
idx < n)
no_witness
false
null
hardtanh
hardtanh:mul2div:0
mul2div
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
hardtanh
hardtanh:mul2plus:0
mul2plus
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
hardtanh
hardtanh:nested-unit-clamp-drop-upper:0
nested-unit-clamp-drop-upper
semantic
fminf(fmaxf(val, -1.0f), 1.0f)
high_value
false
T1_signed
hardtanh
hardtanh:plus2minus:0
plus2minus
arithmetic
blockDim.x + threadIdx.x
killed_by_T0
true
null
hardtanh
hardtanh:store-fp16:0
store-fp16
precision
out[idx] = fminf(fmaxf(val, -1.0f), 1.0f);
no_witness
false
null
hardtanh
hardtanh:tail-guard-tighten:0
tail-guard-tighten
boundary
if (idx < n) {
killed_by_T0
true
null
hardtanh
hardtanh:tidx2tidy:0
tidx2tidy
indexing
threadIdx.x
killed_by_T0
true
null
hinge
hinge:acc-fp16:471
acc-fp16
precision
local_sum
no_witness
false
T4_fp16_local_overflow
hinge
hinge:acc-minus:0
acc-minus
semantic
i +=
killed_by_T0
true
null
hinge
hinge:acc-minus:1
acc-minus
semantic
local_sum +=
killed_by_T0
true
null
hinge
hinge:acc-overwrite:0
null
null
null
killed_by_T0
true
null
hinge
hinge:acc-overwrite:1
acc-overwrite
semantic
local_sum +=
killed_by_T0
true
null
hinge
hinge:bdim2gdim:0
bdim2gdim
indexing
blockDim.x
high_value
false
T1_signed
hinge
hinge:bdim2gdim:1
bdim2gdim
indexing
blockDim.x
killed_by_T0
true
null
hinge
hinge:bidx2bidy:0
bidx2bidy
indexing
blockIdx.x
killed_by_T0
true
null
hinge
hinge:const0to1:0
const0to1
semantic
= 0.0f;
high_value
false
T1_signed
hinge
hinge:fmax2fmin:0
fmax2fmin
semantic
fmaxf(
killed_by_T0
true
null
hinge
hinge:guard-drop-if:0
guard-drop-if
boundary
if (tid < s)
killed_by_T0
true
null
hinge
hinge:lt2gt:0
lt2gt
boundary
tid < s)
killed_by_T0
true
null
hinge
hinge:lt2le:0
lt2le
boundary
tid < s)
killed_by_T0
true
null
hinge
hinge:minus2plus:0
minus2plus
arithmetic
1.0f - predictions[i]
high_value
false
T3_positive_spikes
hinge
hinge:mul2div:0
mul2div
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
hinge
hinge:mul2div:1
mul2div
arithmetic
gridDim.x * blockDim.x
killed_by_T0
true
null
hinge
hinge:mul2div:2
mul2div
arithmetic
predictions[i] * targets[i
no_witness
false
T5_alternating_target_scale
hinge
hinge:mul2plus:0
mul2plus
arithmetic
blockIdx.x * blockDim.x
high_value
false
T1_signed
hinge
hinge:mul2plus:1
mul2plus
arithmetic
gridDim.x * blockDim.x
killed_by_T0
true
null
hinge
hinge:mul2plus:2
mul2plus
arithmetic
predictions[i] * targets[i
killed_by_T0
true
null
hinge
hinge:plus2minus:0
plus2minus
arithmetic
blockDim.x + tid
killed_by_T0
true
null
hinge
hinge:plus2minus:1
plus2minus
arithmetic
sdata[tid] + sdata[tid
killed_by_T0
true
null
hinge
hinge:reduce-shift2:0
reduce-shift2
boundary
>>= 1)
killed_by_T0
true
null
hinge
hinge:reduction-barrier-move-before-store:0
reduction-barrier-move-before-store
sync
sdata[tid] = local_sum; __syncthreads();
high_value
false
T1_signed
hinge
hinge:reduction-partner-half-offset:0
reduction-partner-half-offset
indexing
sdata[tid + s]
high_value
false
T3_positive_spikes
hinge
hinge:relu-fmax-zero-remove:0
relu-fmax-zero-remove
semantic
fmaxf(margin, 0.0f)
high_value
false
T1_signed
hinge
hinge:smem-index-off1:0
smem-index-off1
indexing
[tid + s]
killed_by_T0
true
null
hinge
hinge:store-fp16:0
store-fp16
precision
sdata[tid] = local_sum;
no_witness
false
T4_fp16_local_overflow
hinge
hinge:store-fp16:1
store-fp16
precision
sdata[tid] = sdata[tid] + sdata[tid + s];
killed_by_T0
true
null
hinge
hinge:sync-remove:0
sync-remove
sync
__syncthreads();
killed_by_T0
true
null
hinge
hinge:sync-remove:1
sync-remove
sync
__syncthreads();
killed_by_T0
true
null
hinge
hinge:sync2syncwarp:0
sync2syncwarp
sync
__syncthreads();
killed_by_T0
true
null
hinge
hinge:sync2syncwarp:1
sync2syncwarp
sync
__syncthreads();
killed_by_T0
true
null
hinge
hinge:tail-guard-tighten:0
tail-guard-tighten
boundary
if (tid < s) {
killed_by_T0
true
null
hinge
hinge:tidx2tidy:0
tidx2tidy
indexing
threadIdx.x
killed_by_T0
true
null
huber
huber:acc-fp16:420
acc-fp16
precision
local_sum
no_witness
false
T4_fp16_single_block_overflow
huber
huber:acc-minus:0
acc-minus
semantic
i +=
killed_by_T0
true
null
huber
huber:acc-minus:1
acc-minus
semantic
local_sum +=
killed_by_T0
true
null
huber
huber:acc-overwrite:0
null
null
null
killed_by_T0
true
null
huber
huber:acc-overwrite:1
acc-overwrite
semantic
local_sum +=
killed_by_T0
true
null
huber
huber:bdim2gdim:0
bdim2gdim
indexing
blockDim.x
high_value
false
T1_signed
huber
huber:bdim2gdim:1
bdim2gdim
indexing
blockDim.x
killed_by_T0
true
null
huber
huber:bidx2bidy:0
bidx2bidy
indexing
blockIdx.x
high_value
false
T1_signed
huber
huber:const0to1:0
const0to1
semantic
= 0.0f;
high_value
false
T1_signed
huber
huber:fabs-simple-remove:0
fabs-simple-remove
semantic
fabsf(diff)
high_value
false
T1_signed