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
softmax
softmax:sync-remove:3
sync-remove
sync
__syncthreads();
killed_by_T0
true
null
softmax
softmax:sync-remove:4
sync-remove
sync
__syncthreads();
high_value
false
T2_large
softmax
softmax:sync-remove:5
sync-remove
sync
__syncthreads();
no_witness
false
null
softmax
softmax:sync2syncwarp:0
sync2syncwarp
sync
__syncthreads();
killed_by_T0
true
null
softmax
softmax:sync2syncwarp:1
sync2syncwarp
sync
__syncthreads();
high_value
false
T2_large
softmax
softmax:sync2syncwarp:2
sync2syncwarp
sync
__syncthreads();
no_witness
false
null
softmax
softmax:sync2syncwarp:3
sync2syncwarp
sync
__syncthreads();
killed_by_T0
true
null
softmax
softmax:sync2syncwarp:4
sync2syncwarp
sync
__syncthreads();
high_value
false
T2_large
softmax
softmax:sync2syncwarp:5
sync2syncwarp
sync
__syncthreads();
no_witness
false
null
softmax
softmax:tail-guard-tighten:0
tail-guard-tighten
boundary
if (i < dim) {
no_witness
false
null
softmax
softmax:tail-guard-tighten:1
tail-guard-tighten
boundary
if (tid < s) {
killed_by_T0
true
null
softmax
softmax:tail-guard-tighten:2
tail-guard-tighten
boundary
if (i < dim) {
high_value
false
T4_tail_spike_misaligned
softmax
softmax:tail-guard-tighten:3
tail-guard-tighten
boundary
if (tid < s) {
killed_by_T0
true
null
softmax
softmax:tail-guard-tighten:4
tail-guard-tighten
boundary
if (i < dim) {
high_value
false
T4_tail_spike_misaligned
softmax
softmax:tidx2tidy:0
tidx2tidy
indexing
threadIdx.x
high_value
false
T2_large
softplus
softplus:bdim2gdim:0
bdim2gdim
indexing
blockDim.x
killed_by_T0
true
null
softplus
softplus:bidx2bidy:0
bidx2bidy
indexing
blockIdx.x
killed_by_T0
true
null
softplus
softplus:elementwise-guard-minus1:0
elementwise-guard-minus1
boundary
if (idx < n) {
killed_by_T0
true
null
softplus
softplus:expf-fast:0
expf-fast
precision
expf(
no_witness
false
null
softplus
softplus:grid-x-use-block-y:0
grid-x-use-block-y
indexing
blockIdx.x * blockDim.x + threadIdx.x
killed_by_T0
true
null
softplus
softplus:guard-drop-if:0
guard-drop-if
boundary
if (idx < n)
killed_by_T0
true
null
softplus
softplus:lt2gt:0
lt2gt
boundary
idx < n)
killed_by_T0
true
null
softplus
softplus:lt2le:0
lt2le
boundary
idx < n)
no_witness
false
null
softplus
softplus:mul2div:0
mul2div
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
softplus
softplus:mul2plus:0
mul2plus
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
softplus
softplus:plus2minus:0
plus2minus
arithmetic
blockDim.x + threadIdx.x
killed_by_T0
true
null
softplus
softplus:softplus-cutoff-shift:0
softplus-cutoff-shift
precision
val > 20.0f ?
no_witness
false
null
softplus
softplus:tail-guard-tighten:0
tail-guard-tighten
boundary
if (idx < n) {
killed_by_T0
true
null
softplus
softplus:tidx2tidy:0
tidx2tidy
indexing
threadIdx.x
killed_by_T0
true
null
softsign
softsign:bdim2gdim:0
bdim2gdim
indexing
blockDim.x
killed_by_T0
true
null
softsign
softsign:bidx2bidy:0
bidx2bidy
indexing
blockIdx.x
killed_by_T0
true
null
softsign
softsign:elementwise-guard-minus1:0
elementwise-guard-minus1
boundary
if (idx < n) {
killed_by_T0
true
null
softsign
softsign:fabs-simple-remove:0
fabs-simple-remove
semantic
fabsf(val)
high_value
false
T1_signed
softsign
softsign:grid-x-use-block-y:0
grid-x-use-block-y
indexing
blockIdx.x * blockDim.x + threadIdx.x
killed_by_T0
true
null
softsign
softsign:guard-drop-if:0
guard-drop-if
boundary
if (idx < n)
killed_by_T0
true
null
softsign
softsign:lt2gt:0
lt2gt
boundary
idx < n)
killed_by_T0
true
null
softsign
softsign:lt2le:0
lt2le
boundary
idx < n)
no_witness
false
null
softsign
softsign:mul2div:0
mul2div
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
softsign
softsign:mul2plus:0
mul2plus
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
softsign
softsign:plus2minus:0
plus2minus
arithmetic
blockDim.x + threadIdx.x
killed_by_T0
true
null
softsign
softsign:plus2minus:1
plus2minus
arithmetic
1.0f + fabsf
killed_by_T0
true
null
softsign
softsign:store-fp16:0
store-fp16
precision
out[idx] = val / (1.0f + fabsf(val));
no_witness
false
null
softsign
softsign:tail-guard-tighten:0
tail-guard-tighten
boundary
if (idx < n) {
killed_by_T0
true
null
softsign
softsign:tidx2tidy:0
tidx2tidy
indexing
threadIdx.x
killed_by_T0
true
null
sum
sum:acc-fp16:213
acc-fp16
precision
acc
killed_by_T0
true
null
sum
sum:acc-minus:0
acc-minus
semantic
acc +=
killed_by_T0
true
null
sum
sum:acc-overwrite:0
acc-overwrite
semantic
acc +=
killed_by_T0
true
null
sum
sum:bdim2gdim:0
bdim2gdim
indexing
blockDim.x
killed_by_T0
true
null
sum
sum:bidx2bidy:0
bidx2bidy
indexing
blockIdx.x
killed_by_T0
true
null
sum
sum:const0to1:0
const0to1
semantic
= 0.0f;
high_value
false
T1_signed
sum
sum:ge2gt:0
ge2gt
boundary
c >= C)
killed_by_T0
true
null
sum
sum:grid-x-use-block-y:0
grid-x-use-block-y
indexing
blockIdx.x * blockDim.x + threadIdx.x
killed_by_T0
true
null
sum
sum:last-row-reduction-skip:0
last-row-reduction-skip
boundary
for (int r = 0; r < R; r++)
high_value
false
T1_signed
sum
sum:loop-bound-minus1:0
loop-bound-minus1
boundary
; r < R; r++
high_value
false
T1_signed
sum
sum:loop-start-1:0
loop-start-1
boundary
for (int r = 0;
high_value
false
T1_signed
sum
sum:mul2div:0
mul2div
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
sum
sum:mul2div:1
mul2div
arithmetic
b * R
killed_by_T0
true
null
sum
sum:mul2div:2
mul2div
arithmetic
r * C
killed_by_T0
true
null
sum
sum:mul2div:3
mul2div
arithmetic
b * C
killed_by_T0
true
null
sum
sum:mul2plus:0
mul2plus
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
sum
sum:mul2plus:1
mul2plus
arithmetic
b * R
killed_by_T0
true
null
sum
sum:mul2plus:2
mul2plus
arithmetic
r * C
killed_by_T0
true
null
sum
sum:mul2plus:3
mul2plus
arithmetic
b * C
killed_by_T0
true
null
sum
sum:plus2minus:0
plus2minus
arithmetic
blockDim.x + threadIdx.x
killed_by_T0
true
null
sum
sum:plus2minus:1
plus2minus
arithmetic
C + c]
killed_by_T0
true
null
sum
sum:plus2minus:2
plus2minus
arithmetic
C + c]
killed_by_T0
true
null
sum
sum:return-guard-drop:0
return-guard-drop
boundary
if (c >= C) return;
killed_by_T0
true
null
sum
sum:tidx2tidy:0
tidx2tidy
indexing
threadIdx.x
killed_by_T0
true
null
swish
swish:bdim2gdim:0
bdim2gdim
indexing
blockDim.x
killed_by_T0
true
null
swish
swish:bidx2bidy:0
bidx2bidy
indexing
blockIdx.x
killed_by_T0
true
null
swish
swish:elementwise-guard-minus1:0
elementwise-guard-minus1
boundary
if (idx < n) {
killed_by_T0
true
null
swish
swish:expf-fast:0
expf-fast
precision
expf(
killed_by_T0
true
null
swish
swish:grid-x-use-block-y:0
grid-x-use-block-y
indexing
blockIdx.x * blockDim.x + threadIdx.x
killed_by_T0
true
null
swish
swish:guard-drop-if:0
guard-drop-if
boundary
if (idx < n)
killed_by_T0
true
null
swish
swish:lt2gt:0
lt2gt
boundary
idx < n)
killed_by_T0
true
null
swish
swish:lt2le:0
lt2le
boundary
idx < n)
no_witness
false
null
swish
swish:mul2div:0
mul2div
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
swish
swish:mul2plus:0
mul2plus
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
swish
swish:plus2minus:0
plus2minus
arithmetic
blockDim.x + threadIdx.x
killed_by_T0
true
null
swish
swish:plus2minus:1
plus2minus
arithmetic
1.0f + expf
killed_by_T0
true
null
swish
swish:store-fp16:0
store-fp16
precision
out[idx] = val * (1.0f / (1.0f + expf(-val)));
no_witness
false
T4_misaligned_fp16_overflow_stripes
swish
swish:tail-guard-tighten:0
tail-guard-tighten
boundary
if (idx < n) {
killed_by_T0
true
null
swish
swish:tidx2tidy:0
tidx2tidy
indexing
threadIdx.x
killed_by_T0
true
null
tanh
tanh:bdim2gdim:0
bdim2gdim
indexing
blockDim.x
killed_by_T0
true
null
tanh
tanh:bidx2bidy:0
bidx2bidy
indexing
blockIdx.x
killed_by_T0
true
null
tanh
tanh:elementwise-guard-minus1:0
elementwise-guard-minus1
boundary
if (idx < n) {
killed_by_T0
true
null
tanh
tanh:grid-x-use-block-y:0
grid-x-use-block-y
indexing
blockIdx.x * blockDim.x + threadIdx.x
killed_by_T0
true
null
tanh
tanh:guard-drop-if:0
guard-drop-if
boundary
if (idx < n)
killed_by_T0
true
null
tanh
tanh:lt2gt:0
lt2gt
boundary
idx < n)
killed_by_T0
true
null
tanh
tanh:lt2le:0
lt2le
boundary
idx < n)
no_witness
false
null
tanh
tanh:mul2div:0
mul2div
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
tanh
tanh:mul2plus:0
mul2plus
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
tanh
tanh:plus2minus:0
plus2minus
arithmetic
blockDim.x + threadIdx.x
killed_by_T0
true
null
tanh
tanh:store-fp16:0
store-fp16
precision
out[idx] = tanhf(val);
no_witness
false
null
tanh
tanh:tail-guard-tighten:0
tail-guard-tighten
boundary
if (idx < n) {
killed_by_T0
true
null
tanh
tanh:tidx2tidy:0
tidx2tidy
indexing
threadIdx.x
killed_by_T0
true
null