From 62d5bdcb7fb1781cdc1cefe4fd0743746a3e451f Mon Sep 17 00:00:00 2001
From: Yifan Zhao <yifanz16@illinois.edu>
Date: Mon, 25 Jan 2021 03:45:40 -0600
Subject: [PATCH] Reduced the number of default knobs
---
predtuner/approxes/default_approx_params.json | 208 ------------------
test/test_torchapp.py | 2 +-
2 files changed, 1 insertion(+), 209 deletions(-)
diff --git a/predtuner/approxes/default_approx_params.json b/predtuner/approxes/default_approx_params.json
index b0046a7..8e55440 100644
--- a/predtuner/approxes/default_approx_params.json
+++ b/predtuner/approxes/default_approx_params.json
@@ -5,150 +5,6 @@
"class": "FP16Approx",
"name": "12",
"exp_speedup": 1.5
-}, {
- "direction_is_row": false,
- "stride": 2,
- "offset": 0,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "121",
- "exp_speedup": 2.0
-}, {
- "direction_is_row": false,
- "stride": 2,
- "offset": 1,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "122",
- "exp_speedup": 2.0
-}, {
- "direction_is_row": true,
- "stride": 2,
- "offset": 0,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "123",
- "exp_speedup": 2.0
-}, {
- "direction_is_row": true,
- "stride": 2,
- "offset": 1,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "124",
- "exp_speedup": 2.0
-}, {
- "direction_is_row": false,
- "stride": 3,
- "offset": 0,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "125",
- "exp_speedup": 1.5
-}, {
- "direction_is_row": false,
- "stride": 3,
- "offset": 1,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "126",
- "exp_speedup": 1.5
-}, {
- "direction_is_row": false,
- "stride": 3,
- "offset": 2,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "127",
- "exp_speedup": 1.5
-}, {
- "direction_is_row": true,
- "stride": 3,
- "offset": 0,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "128",
- "exp_speedup": 1.5
-}, {
- "direction_is_row": true,
- "stride": 3,
- "offset": 1,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "129",
- "exp_speedup": 1.5
-}, {
- "direction_is_row": true,
- "stride": 3,
- "offset": 2,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "130",
- "exp_speedup": 1.5
-}, {
- "direction_is_row": false,
- "stride": 4,
- "offset": 0,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "131",
- "exp_speedup": 1.33
-}, {
- "direction_is_row": false,
- "stride": 4,
- "offset": 1,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "132",
- "exp_speedup": 1.33
-}, {
- "direction_is_row": false,
- "stride": 4,
- "offset": 2,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "133",
- "exp_speedup": 1.33
-}, {
- "direction_is_row": false,
- "stride": 4,
- "offset": 3,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "134",
- "exp_speedup": 1.33
-}, {
- "direction_is_row": true,
- "stride": 4,
- "offset": 0,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "135",
- "exp_speedup": 1.33
-}, {
- "direction_is_row": true,
- "stride": 4,
- "offset": 1,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "136",
- "exp_speedup": 1.33
-}, {
- "direction_is_row": true,
- "stride": 4,
- "offset": 2,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "137",
- "exp_speedup": 1.33
-}, {
- "direction_is_row": true,
- "stride": 4,
- "offset": 3,
- "use_fp16": false,
- "class": "PerforateConv2dStride",
- "name": "138",
- "exp_speedup": 1.33
}, {
"direction_is_row": false,
"stride": 2,
@@ -293,70 +149,6 @@
"class": "PerforateConv2dStride",
"name": "168",
"exp_speedup": 2.0
-}, {
- "skip_every": 2,
- "skip_offset": 0,
- "interp_rate": 1.0,
- "use_fp16": false,
- "class": "Conv2dSampling",
- "name": "231",
- "exp_speedup": 2.0
-}, {
- "skip_every": 2,
- "skip_offset": 1,
- "interp_rate": 1.0,
- "use_fp16": false,
- "class": "Conv2dSampling",
- "name": "232",
- "exp_speedup": 2.0
-}, {
- "skip_every": 3,
- "skip_offset": 0,
- "interp_rate": 1.0,
- "use_fp16": false,
- "class": "Conv2dSampling",
- "name": "233",
- "exp_speedup": 1.5
-}, {
- "skip_every": 3,
- "skip_offset": 1,
- "interp_rate": 1.0,
- "use_fp16": false,
- "class": "Conv2dSampling",
- "name": "234",
- "exp_speedup": 1.5
-}, {
- "skip_every": 3,
- "skip_offset": 2,
- "interp_rate": 1.0,
- "use_fp16": false,
- "class": "Conv2dSampling",
- "name": "235",
- "exp_speedup": 1.5
-}, {
- "skip_every": 4,
- "skip_offset": 0,
- "interp_rate": 1.0,
- "use_fp16": false,
- "class": "Conv2dSampling",
- "name": "236",
- "exp_speedup": 1.33
-}, {
- "skip_every": 4,
- "skip_offset": 1,
- "interp_rate": 1.0,
- "use_fp16": false,
- "class": "Conv2dSampling",
- "name": "237",
- "exp_speedup": 1.33
-}, {
- "skip_every": 4,
- "skip_offset": 2,
- "interp_rate": 1.0,
- "use_fp16": false,
- "class": "Conv2dSampling",
- "name": "238",
- "exp_speedup": 1.33
}, {
"skip_every": 4,
"skip_offset": 3,
diff --git a/test/test_torchapp.py b/test/test_torchapp.py
index 98b941b..12c9121 100644
--- a/test/test_torchapp.py
+++ b/test/test_torchapp.py
@@ -35,7 +35,7 @@ class TestTorchAppTuning(TorchAppSetUp):
self.assertEqual(len(n_knobs), 34)
for op_name, op in self.app.midx.name_to_module.items():
if isinstance(op, Conv2d):
- nknob = 56
+ nknob = 30
elif isinstance(op, Linear):
nknob = 2
else:
--
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